HEFNER MODEL PARAMETERS FOR POWER IGBTS UNDER PULSED POWER CONDITIONS A Thesis presented to the Faculty of the Graduate School at the University of Missouri In Partial Fulfillment of the Requirements for the Degree Master of Science By JAMES A. VANGORDON Dr. Scott D. Kovaleski, Thesis Supervisor December 2010 The undersigned, appointed by the Dean of the Graduate School, have examined the thesis entitled HEFNER MODEL PARAMETERS FOR POWER IGBTS UNDER PULSED POWER CONDITIONS presented by James A. VanGordon, a candidate for the degree of Master of Science, and hereby certify that in their opinion it is worthy of acceptance. ________________________________ Dr. Scott Kovaleski, Thesis Supervisor Electrical and Computer Engineering ________________________________ Dr. John Gahl Chemical Engineering ________________________________ Dr. Naz Islam Electrical and Computer Engineering ________________________________ Dr. Gregory Dale Los Alamos National Laboratory University of Missouri Graduate Faculty Acknowledgements I would like to thank Dr. Scott Kovaleski for his guidance throughout this project. I would also like to thank my committee members for their insightful comments. I would especially like to thank Dr. Greg Dale. Without his funding and guidance throughout the duration of the project, this research would not have been possible. Additionally, thank you to Dr. Kovaleski and Dr. Dale for your patience, understanding, and direction. Thanks to Duane Prussia at Powerex, Inc. for providing some of the IGBTs utilized in this research. Thank you to Powerex, Inc. for your interest in this research at various conferences. I would like to thank many of my fellow students that have provided both friendship and technical assistance for me while I’ve been a student working on this project. Special thanks to Brian Hutsel and Andrew Benwell for camaraderie and assistance in all aspects of life. Thanks to Mark Kemp, Dustin Sullivan, Bill Zeier, Emily Baxter, Erik Becker, Brady Gall, Alec Hughs, David Rice, Nelson DeSouza, Brett Scott, and any other fellow students that I man have unintentionally omitted. Finally, I would like to thank my parents, John VanGordon and Lynn and Pam Allen, as well as my grandparents for their love and support throughout all of my academic and personal endeavors. I would also like to thank my siblings for their continued support and understanding: Amanda VanGordon, Madison VanGordon, Emmalie VanGordon, Morgan VanGordon, Aaron Allen, and Ashley Gash. ii Contents List of Figures....................................................................................... v List of Tables ...................................................................................... viii 1. Introduction ................................................................................ 1 Solid-state Pulsed Power ..................................................................... 1 Solid-state Switching .......................................................................... 2 IGBT Switching .................................................................................. 3 Pulsed Power IGBT Characterization ..................................................... 4 Thesis Overview................................................................................. 5 2. IGBT Modeling ............................................................................. 6 BJT/MOSFET Model............................................................................. 7 Hefner Model ..................................................................................... 9 Oziemkiewicz Implementation of the Hefner Model ............................... 12 Gate-Drain Overlap Area ................................................................ 13 Avalanche Multiplication Exponent ................................................... 13 Emitter Saturation Current Density .................................................. 14 Electron Mobility............................................................................ 15 Threshold Area.............................................................................. 15 Device Area .................................................................................. 16 Gate-Source Capacitance ............................................................... 16 Triode Region Factor ...................................................................... 17 Hole Mobility................................................................................. 17 Ambipolar Recombination Lifetime ................................................... 18 Gate-Drain Overlap Depletion Threshold........................................... 18 Avalanche Uniformity Factor ........................................................... 19 Gate-Drain Oxide Capacitance......................................................... 20 MOS Transconductance .................................................................. 20 Base Doping ................................................................................. 21 Transverse Field Factor .................................................................. 21 Metallurgical Base Width ................................................................ 22 3. Experiment Setup ...................................................................... 23 iii Overview ........................................................................................ 23 IGBT Test Circuit.............................................................................. 26 Diagnostics................................................................................... 30 Gate Drive Circuit............................................................................. 32 4. Experiment Results .................................................................... 35 Least Squares Curve Fitting ............................................................... 35 IGBT Results ................................................................................... 37 Test Data ..................................................................................... 37 Curve Fitting................................................................................. 44 Linear Regression Analysis.............................................................. 51 AGD............................................................................................. 55 MUN ............................................................................................ 61 CGS............................................................................................. 68 MUP............................................................................................. 68 COXD........................................................................................... 73 KP ............................................................................................... 78 5. Conclusions............................................................................... 82 6. Future Work .............................................................................. 86 A. Least Squares Curve Fitting MATLAB Code .................................... 89 B. IGBT Test Circuit Bill of Materials ............................................... 115 C. IGBT Test Circuit Printed Circuit Board Layout ............................. 116 D. Raw Data Tables...................................................................... 121 E. Coefficient of Determination, R2, Values for Simulated Waveforms . 138 Bibliography ..................................................................................... 155 iv List of Figures Figure 2.1: Simple IGBT model using only a pnp BJT and an n-channel MOSFET............................................................................................... 8 Figure 2.2: Phenomonological IGBT equivalent circuit [44]. ..................... 10 Figure 3.1: Photograph of Powerex QIS4506001 IGBT (a) top view (b) bottom view ....................................................................................... 24 Figure 3.2: Photograph of IXYS IXEL40N400 IGBT (a) top view (b) bottom view .................................................................................................. 24 Figure 3.3: Experimental setup system diagram. ................................... 26 Figure 3.4: IGBT test circuit schematic. ................................................ 27 Figure 3.5: Photograph of the IGBT test circuit attached to the input capacitor............................................................................................ 27 Figure 3.6: Plots for a 2 kV input voltage and a 15 Ω resistive load with a 24 V gate signal on a Powerex IGBT. (a) IGBT collector-emitter voltage and collector current. (b) IGBT gate-emitter voltage and gate current. ........... 31 Figure 3.7: IGBT gate drive circuit schematic. ....................................... 34 Figure 4.1: Comparison of measured and simulated plots for a 3.5 kV input voltage with 15 Ω resistive load and a 24 V gate signal. (a) IGBT gate voltage, VGE. (b) IGBT collector-emitter voltage, VCE, and collector current, IC. ........................................................................................................ 38 Figure 4.2: Comparison of measured waveforms among 3 different Powerex QIS4506001 IGBTs for (a) collector-emitter voltage (b) collector current and (c) gate-emitter voltage....................................................................... 40 Figure 4.3: Example of measured waveforms on the IXYS IXEL40N400 with a 15 Ω load and 1 kVin for (a) collector-emitter voltage (b) collector current (c) gate-emitter voltage....................................................................... 41 Figure 4.4: Display of the apparent current limit for a Powerex QIS4506001 IGBT with a 3 Ω load, showing (a) collector-emitter voltage and (b) collector current .............................................................................................. 42 Figure 4.5: Display of the apparent current limit for an IXYS IXEL40N40 IGBT with a 3 Ω load, showing (a) collector-emitter voltage and (b) collector current .............................................................................................. 43 Figure 4.6: Micro-Cap 9 circuit schematic used for curve fitting ............... 46 Figure 4.7: Comparison of measured and simulated waveforms that match up well for a Powerex QIS4506001 IGBT for (a) collector-emitter voltage (R2=0.97572) (b) collector current (R2=0.97623) and (c) gate-emitter voltage (R2=0.59535).......................................................................... 48 Figure 4.8: Comparison of measured and simulated waveforms that match up well for a IXYS IXEL40N400 IGBT for (a) collector-emitter voltage v (R2=0.96877) (b) collector current (R2=0.96372) and (c) gate-emitter voltage (R2=0.89290).......................................................................... 49 Figure 4.9: Comparison of measured and simulated waveforms that do not match up well due to fixing some parameters for a Powerex QIS4506001 IGBT for (a) collector-emitter voltage (R2=0.96852) (b) collector current (R2=0.96961) and (c) gate-emitter voltage (R2=0.73724)........................ 52 Figure 4.10: Comparison of measured and simulated waveforms that do not match up well due to fixing some parameters for a IXYS IXEL40N400 IGBT for (a) collector-emitter voltage (R2=0.95617) (b) collector current (R2=0.95614) and (c) gate-emitter voltage (R2=0.82994)........................ 53 Figure 4.11: Combined AGD values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage ................ 62 Figure 4.12: AGD values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage...................................................... 63 Figure 4.13: Combined MUN values for three different Powerex QIS4506001 IGBTs versus collector current showing (a) all values (b) zoomed into smaller values ............................................................................................... 64 Figure 4.14: Combined MUN values for three different Powerex QIS4506001 IGBTs versus collector-emitter voltage .................................................. 65 Figure 4.15: MUN values for an IXYS IXEL40N400 IGBT versus collector current showing (a) all values (b) zoomed into smaller values .................. 66 Figure 4.16: MUN values for an IXYS IXEL40N400 IGBT versus collectoremitter voltage ................................................................................... 67 Figure 4.17: Combined CGS values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage ................ 69 Figure 4.18: CGS values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage...................................................... 70 Figure 4.19: Combined MUP values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage ................ 71 Figure 4.20: MUP values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage...................................................... 72 Figure 4.21: Combined COXD values for three different Powerex QIS4506001 IGBTs versus collector current showing (a) all values (b) zoomed into smaller values .................................................................. 74 Figure 4.22: Combined COXD values for three different Powerex QIS4506001 IGBTs versus collector-emitter voltage ................................ 75 Figure 4.23: COXD values for an IXYS IXEL40N400 IGBT versus collector current showing (a) all values (b) zoomed into smaller values .................. 76 Figure 4.24: COXD values for an IXYS IXEL40N400 IGBT versus collectoremitter voltage ................................................................................... 77 Figure 4.25: Combined KP values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage ................ 80 vi Figure 4.26: KP values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage...................................................... 81 Figure C.1: IGBT test circuit schematic that correlates directly to the printed circuit board layout ........................................................................... 116 Figure C.2: Gate drive circuit schematic that correlates directly to the printed circuit board layout ................................................................ 117 Figure C.3: Circuit board layout shown with input capacitor that extends off the board......................................................................................... 118 Figure C.4: PCB top copper layer and silkscreen .................................. 119 Figure C.5: PCB bottom copper layer and silkscreen ............................. 120 vii List of Tables Table 2.1: Micro-Cap 9 IGBT Modeling Parameters ................................. 11 Table 3.1: Test matrix for collecting data on the IGBTs........................... 25 Table 4.1: Parameters held constant for both IGBTs during least-squares curve fitting ....................................................................................... 45 Table 4.2: IXYS IXLF19N250A parameter values in Micro-Cap 9 compared to those determined at VCE=3 kV with a 3 Ω load for the Powerex QIS4506001 and IXYS IXEL40N400 IGBTs................................................................ 47 Table 4.3: Linear regression results versus collector current for the Powerex QIS4506001 IGBT #1 parameters that were fit using least squares method56 Table 4.4: Linear regression results versus collector current for the Powerex QIS4506001 IGBT #2 parameters that were fit using least squares method57 Table 4.5: Linear regression results versus collector current for the Powerex QIS4506001 IGBT #3 parameters that were fit using least squares method58 Table 4.6: Linear regression results versus collector current for three different Powerex QIS4506001 IGBTs combining parameters that were fit using least squares method.................................................................. 59 Table 4.7: Linear regression results versus collector current for the IXYS IXEL40N400 IGBT parameters that were fit using least squares method ... 60 Table B.1: Bill of materials for IGBT test circuit and gate drive circuit ..... 115 Table D.1: Powerex IGBT #1 raw data table........................................ 122 Table D.2: Powerex IGBT #1 raw data table (continued)....................... 123 Table D.3: Powerex IGBT #1 raw data table (continued)....................... 124 Table D.4: Powerex IGBT #1 raw data table (continued)....................... 125 Table D.5: Powerex IGBT #2 raw data table........................................ 126 Table D.6: Powerex IGBT #2 raw data table (continued)....................... 127 Table D.7: Powerex IGBT #2 raw data table (continued)....................... 128 Table D.8: Powerex IGBT #2 raw data table (continued)....................... 129 Table D.9: Powerex IGBT #3 raw data table........................................ 130 Table D.10: Powerex IGBT #3 raw data table (continued) ..................... 131 Table D.11: Powerex IGBT #3 raw data table (continued) ..................... 132 Table D.12: Powerex IGBT #3 raw data table (continued) ..................... 133 Table D.13: IXYS IGBT raw data table ................................................ 134 Table D.14: IXYS IGBT raw data table (continued) ............................... 135 Table D.15: IXYS IGBT raw data table (continued) ............................... 136 Table D.16: IXYS IGBT raw data table (continued) ............................... 137 Table E.1: Powerex IGBT #1 R2 values ............................................... 139 Table E.2: Powerex IGBT #1 R2 values (continued) .............................. 140 Table E.3: Powerex IGBT #1 R2 values (continued) .............................. 141 viii Table Table Table Table Table Table Table Table Table Table Table Table Table E.4: Powerex IGBT #1 R2 values (continued) .............................. E.5: Powerex IGBT #2 R2 values ............................................... E.6: Powerex IGBT #2 R2 values (continued) .............................. E.7: Powerex IGBT #2 R2 values (continued) .............................. E.8: Powerex IGBT #2 R2 values (continued) .............................. E.9: Powerex IGBT #3 R2 values ............................................... E.10: Powerex IGBT #3 R2 values (continued) ............................ E.11: Powerex IGBT #3 R2 values (continued) ............................ E.12: Powerex IGBT #3 R2 values (continued) ............................ E.13: IXYS IGBT R2 values........................................................ E.14: IXYS IGBT R2 values (continued)....................................... E.15: IXYS IGBT R2 values (continued)....................................... E.16: IXYS IGBT R2 values (continued)....................................... ix 142 143 144 145 146 147 148 149 150 151 152 153 154 1. Introduction Solid-state Pulsed Power As pulsed power systems become increasingly compact, the need for solid-state pulsed power becomes greater [1-3]. Systems that once took up the floor space of a warehouse now are being compacted to the size of circuit boards. This change necessitates a new field of study within pulsed power; that is solid-state pulsed power. Solid-state pulsed power systems are being implemented in a variety of ways. Solid-state power modulators are being used as drivers for various plasma applications, such as plasma drilling and plasma immersion ion implantation [4-7]. Other pulsed power applications utilizing solid-state 1 systems include drivers for pulsed lasers and x-ray sources [8],[9]. These solid-state pulsed power systems have a wide array of uses in addition to the traditional pulsed power systems, such as compact magnetron power supplies and combustion gas sensors [10],[11]. Solid-state Switching Larger pulsed power systems commonly utilize relays or spark-gap switches as the switching mechanisms [12-15]. However, as the systems are becoming smaller, the size of traditional pulsed power switches becomes the limiting factor in the compactness of the system. Consequently, semiconductor switches are the method of choice for designing compact, solid-state pulsed power systems. However, power semiconductor devices are typically preferred due to their higher hold-off voltages and higher current ratings. There are many types of power semiconductor switches that can be utilized, including bipolar junction transistors (BJT), metal-oxidesemiconductor field-effect transistors (MOSFET), insulated-gate bipolar transistors (IGBT), and thyristors [16-19]. Even simple semiconductors such as PiN diodes can be utilized in solid-state pulsed power systems. Power semiconductor switches typically are silicon-based devices that operate under the same semiconductor principles as their lower rated counterparts. This allows these devices to be easily triggered in their respective systems using the turn-on properties of the respective device. The high gate impedances of the MOSFET, IGBT, and gate turn-off thyristor 2 (GTO) can make them the switch of choice for most solid-state pulsed power applications. This allows the low voltage, low current gate side of the device to mostly be decoupled from the high voltage, high current switching side of the device. However, despite the direct correlation of gate current to switch current in the BJT and thyristor, these devices can be used for solid-state pulsed power systems depending on the application [18],[20],[21]. The typically silicon based power semiconductor switches are also being designed in silicon carbide (SiC) configurations [17],[22]. This allows the devices to be more robust and handle higher powers than most silicon devices. The SiC switches being designed include Schottky diodes, MOSFETs, and thyristors [23]. However, the conversion of power IGBTs to SiC has been limited due to the lack of increased performance compared with the SiC MOSFETs increased performance [24]. IGBT Switching IGBTs are commonly used as switches in many power electronics applications. Similarly, their use as switches has also been transferred into compact, solid-state, pulsed-power applications that were previously described. While other semiconductor switches can be used at high switching frequencies, the IGBT is typically used in applications where high voltage and high current are more important than a high switching frequency [24]. Both continuous and switch-mode applications require the blocking voltages and high input impedance gates of these devices. Thus, they have 3 become a popular choice for use in applications such as automotive ignitions [25]. Additionally, the IGBT has been used successfully in motor drivers, uninterruptible power supplies, and power inverters [26],[27]. Despite their usefulness in other power electronics applications, it is the IGBT’s usage in solid-state pulsed power systems that is the focus of this thesis. There are many solid-state pulsed power applications that are currently utilizing the IGBT as a switching mechanism [28-33]. Specific designs such as compact Marx generators and transmission line transformers are also taking advantage of the IGBT [34],[35]. Pulsed Power IGBT Characterization While the continuous and switch-mode applications are common for the IGBT, pulsed power applications have a few significant differences. Pulsed power applications typically have shorter pulse widths and lower duty factors than do switch mode applications. Also, higher peak currents are seen in pulsed power applications. The IGBT is capable of being used in the pulsed power setting where these conditions are present as demonstrated in the previous section. Due to the differences between the traditional and pulsed power applications of the IGBT, model parameters determined for the IGBT under continuous or switch-mode conditions are not accurate under pulsed power conditions. Because simulations, circuit the models circuit allow design for accurate process 4 can be and efficient done more circuit rapidly. Specifically, having an IGBT model that utilizes parameters determined under pulsed power conditions prevents the designer from having to use alternative semiconductor switches to approximate the circuit behavior. Though many IGBT models are provided in circuit simulation packages, many of them are for low-voltage, low-current power electronics applications. This thesis presents a method for determining the modeling parameters necessary for an IGBT model commonly used in circuit simulation packages. Thesis Overview Chapter 2 discusses different methods for modeling IGBTs. Specifically, it focuses on the Oziemkiewicz implementation of the Hefner IGBT model to explain the seventeen modeling parameters for IGBTs in Micro-Cap [36],[37]. Chapter 3 covers the setup of the IGBT test circuit. The overall test system, test circuit design, and gate drive circuit. Chapter 4 covers the experimental and simulation results for both the Powerex QIS4506001 and the IXYS IXEL40N400 IGBTs [38],[39]. The least squares curve fitting method used to analyze the data is discussed along with samples of measured and simulated waveforms. Finally, the determined modeling parameter values for each of the IGBTs are presented. Chapter 5 concludes the thesis and suggests possible future work. Included in the appendices are a copy of the least squares curve fitting MATLAB code, a bill of materials for the IGBT test circuit, and the printed circuit board layout that was used for the experiment [40]. 5 2. IGBT Modeling Due to the IGBT’s use in a variety of types of circuits, the modeling of these devices has been studied by many people. As such, there are a few different methods of modeling the behavior of an IGBT in a given circuit. This chapter will highlight a few of the common IGBT circuit models: the simple MOSFET/BJT model and the Hefner model. The Oziemkiewicz implementation of the Hefner IGBT model will be discussed in detail as it is used in various circuit simulation software packages, such as Micro-Cap 9 [36]. Specifically, the origin of the seventeen modeling parameters in the Oziemkiewicz implementation will be explained [37]. There are a few different ways to name the terminals of the IGBT. Some authors, including Hefner and Oziemkiewicz, use the anode/cathode nomenclature referring to the typical polarity of the input voltage on the 6 terminals of the device. Others use the drain/source nomenclature of a traditional MOSFET, since the source of the internal MOSFET is connected to a terminal of the IGBT. However, this thesis will use the collector/emitter nomenclature as that is how it is specified on many IGBT manufacturers’ datasheets. Unfortunately, it can become cumbersome and confusing when describing the terminals of an IGBT with respect to its internal semiconductor equivalents. Any deviation from the collector/emitter nomenclature in this thesis will be when referring to the terminals of the equivalent internal MOSFET and BJT. BJT/MOSFET Model The most basic circuit models that exist for IGBTs include only a MOSFET and a BJT [41],[42]. A schematic for these simple models can be seen in Figure 2.1. The IGBT’s collector terminal is connected to the emitter of a pnp BJT, while the collector of that BJT is connected to the emitter terminal of the IGBT. The base of the BJT connects to the drain of an n- channel MOSFET, with the MOSFET’s source connecting to the emitter terminal of the IGBT. Simulating IGBTs using one of these models works to determine how a circuit will react under general switching conditions. However, these models in their simplest form neglect to include other effects that are involved with having these two devices on the same substrate, such as non-linear capacitances between terminals [43]. Therefore, these models do not provide an adequate level of precision that may be necessary for 7 applications where the voltage and current transients may play an important role in the behavior of the device. The transient voltages and currents that occur within an IGBT simply cannot be modeled with only a MOSFET and BJT. Given the highly transient nature of pulsed-power systems, this model would cause difficulties distinguishing the transient nature of the circuit from that of the IGBT being utilized. Although these models can be expanded in their degree of accuracy by adding external components to model specific additional effects, one would have to choose which additional effects need to be modeled beforehand. There is, therefore, a tradeoff between the simplicity of the model and the accuracy of the desired results. Figure 2.1: Simple IGBT model using only a pnp BJT and an n-channel MOSFET 8 Hefner Model One model of IGBTs was created by Dr. Allen Hefner at the National Institute of Standards and Technology. The model includes the inherent MOSFET and BJT along with other circuit effects. The configuration of the MOSFET and BJT can be seen with other inherent equivalent circuit components in Figure 2.2 [44]. This phenomenological equivalent circuit allows for a model to be developed based upon general circuit analysis and material properties. Hefner’s model was the “…first one-dimensional (1-D) analytical, charge controlled model suitable for circuit simulator implementation [43].” Using semiconductor physics along with the known MOSFET and BJT characteristics and his inherent equivalent circuit, Hefner was able to create a device model for the IGBT that is widely used [43-48]. Hefner also went on to study the model further, as well as IGBT drive requirements and electro-thermal effects [49-55]. Hefner’s IGBT model has been verified not only by himself but also by other researchers in the field [24],[43],[56-58]. Additionally, this model is the basis for various implementations of the IGBT into circuit simulation software [36],[37],[59]. One notable implementation of the Hefner model was done by Gregory Oziemkiewicz for PSpice [37]. This implementation along with its associated input parameters are described in the following section. 9 Figure 2.2: Phenomonological IGBT equivalent circuit [44]. 10 Table 2.1: Micro-Cap 9 IGBT Modeling Parameters Parameter Description Units AGD Gate-drain overlap area m2 BVN Avalanche multiplication exponent JSNE Emitter saturation current density A/cm2 MUN Electron mobility cm2/(V·s) VT Threshold area V AREA Device area m2 CGS Gate-source capacitance per unit area F/cm2 KF Triode region factor MUP Hole mobility cm2/(V·s) TAU Ambipolar recombination lifetime s VTD Gate-drain overlap depletion threshold V BVF Avalanche uniformity factor COXD Gate-drain oxide capacitance per unit area F/cm2 KP MOS transconductance A/V2 NB Base doping cm-3 THETA Transverse field factor V-1 WB Metallurgical base width m 11 Oziemkiewicz Implementation of the Hefner Model The implementation of the Hefner model by Gregory Oziemkiewicz is used in many circuit simulation software packages such as Micro-Cap and PSpice [37]. This implementation allows for the variation of the semiconductor properties and the equivalent circuit components in the Hefner IGBT model to simulate different IGBT models. The parameters that can be varied in Micro-Cap version 9.0.2 for an individual IGBT are shown in Table 2.1 [36]. Each manufactured IGBT should have different nominal values for the parameters utilized in the Oziemkiewicz implementation. The determination of these parameter values would allow one to simulate commercially available IGBT. any given Additionally, experimental testing would determine whether the equivalent circuit parameters vary under pulsed power conditions. The following subsections describe the origins of the seventeen input modeling parameters in the Oziemkiewicz implementation. These parameters are discussed with relation to both the Oziemkiewicz thesis and the Micro-Cap 9 variation of the Oziemkiewicz implementation. As previously mentioned, the parameters of the Oziemkiewicz implementation are defined using the anode/cathode/gate nomenclature for the IGBT terminals rather than the collector/emitter/gate nomenclature used in this thesis. However, each of the input parameters is defined with regards to the internal equivalent MOSFET and BJT. Since the commercially available circuit 12 simulation software packages use variations of this terminology, the parameters will be described with respect to these internal equivalent components. Gate-Drain Overlap Area The gate-drain overlap area is the physical overlap area between the gate and the drain of the internal MOSFET equivalent. In the Oziemkiewicz thesis, this parameter is referred to as Agd. In Micro-Cap 9, this parameter is referred to as AGD. Because the Micro-Cap parameters are those needed to simulate the device, this parameter will be referred to as AGD within this thesis if it is abbreviated. The units of the gate-drain overlap area are square centimeters (cm2) in the Oziemkiewicz thesis. However, Micro-Cap 9 implements this parameter with units of square meters (m2). Additionally, this parameter should not be greater than the active device area, AREA, in the simulations to prevent erroneous results. Avalanche Multiplication Exponent The avalanche multiplication exponent is an exponent term in the equation used to calculate the avalanche multiplication factor. The equation for the avalanche multiplication factor can be seen in Equation 2.1, where M is the avalanche multiplication factor, Vds is the drain-source voltage on the internal MOSFET, BVcbo is the open-emitter collector-base breakdown voltage, and BVn is the avalanche multiplication exponent. 13 In the Oziemkiewicz thesis, this parameter is referred to as BVn. In Micro-Cap 9, this parameter is referred to as BVN. In both cases this is a unitless parameter. The MicroCap variation of BVN will be used in this thesis to denote the avalanche multiplication exponent. M= 1 Vds 1 − BVcbo BVn Equation 2.1 Emitter Saturation Current Density The emitter saturation current density refers to the emitter current density of the internal equivalent BJT at which the depletion region of that internal BJT is saturated with carriers. There is a slight variation between the Oziemkiewicz thesis and Micro-Cap 9 as to how this parameter is implemented. In the Oziemkiewicz thesis, this is represented by the emitter electron saturation current, Isne. This saturation current has the unit of Amperes (A). In Micro-Cap 9, this parameter is represented by the emitter saturation current density, JSNE. The saturation current density has units of amperes per square centimeter (A/cm2). The active device area, AREA, is the area to which the current density is referenced, as that is the area through which current flows. 14 Electron Mobility The electron mobility refers to the semiconductor property of the same name. This would be dependent on the semiconductor material in the device, as well as, the operating temperature. Additionally, the electron mobility can be a function of the applied electric field, and, thus, the voltage across the device [60]. An analytical expression derived to fit empirical plots can be seen in Equation 2.2, where µn is the electron mobility and E is the electric field in V/cm [60]. referred to as µn. In the Oziemkiewicz thesis, this parameter is In Micro-Cap 9, this parameter is referred to as MUN. Both cases have units of cm2/(V·s). This thesis will refer to the electron mobility as MUN. µn = 1,375 E 1 + 3 8 × 10 2 1 2 Equation 2.2 [60] Threshold Area The threshold area is not actually an area in terms of physical dimensions. This is actually the MOSFET channel threshold voltage in the Oziemkiewicz thesis, and is referred to as VT. However, Micro-Cap 9 refers to this parameter as the threshold area, VT. In both cases, the units are volts (V). This is the minimum voltage required for channel formation to occur in the internal MOSFET. This thesis will refer to the threshold area as VT. 15 Device Area The device area refers to the active area of the device. This is the current carrying area of the device. The Oziemkiewicz thesis refers to this parameter as A, while Micro-Cap 9 refers to the device area as AREA. The units of the device area are square centimeters (cm2) in the Oziemkiewicz thesis. However, Micro-Cap 9 implements this parameter with units of square meters (m2). This thesis will refer to the active device area as AREA. Gate-Source Capacitance The gate-source capacitance is actually a combination of the MOSFET source metallization capacitance, CM, and the capacitance due to the gate oxide overlapping the source, Coxs. These two capacitances can be seen in Figure 2.2 and are combined in parallel. This equivalent capacitance is referred to as Cgs in the Oziemkiewicz thesis and as CGS in Micro-Cap 9. The Oziemkiewicz case has the units of farads (F). However, Micro-Cap 9 implements this parameter as a capacitance per unit area which has units of farads per square centimeter (F/cm2). The area is the physical overlap area of the gate and the source of the internal MOSFET. This thesis will refer to the gate-source capacitance as CGS. 16 Triode Region Factor The triode region factor is the triode region MOSFET transconductance factor. This parameter is used to calculate the MOSFET channel current during simulation, as well as, the conductance terms associated with the MOSFET current (∂Imos/∂Vgs and ∂Imos/∂Vds). The implementation of the triode region factor in these calculations can be seen in the Oziemkiewicz thesis, where the triode region factor is denoted as Kf. In Micro-Cap 9, the triode region factor is denoted as KF. In both cases, the triode region factor is a unitless parameter. This thesis will refer to the triode region factor as KF. Hole Mobility The hole mobility refers to the semiconductor property of the same name. This would be dependent on the semiconductor material in the device, as well as, the operating temperature. Additionally, the hole mobility can be a function of the applied electric field, and, thus, the voltage across the device [60]. An analytical expression derived to fit empirical plots can be seen in Equation 2.3, where µp is the hole mobility and E is the electric field in V/cm [60]. In the Oziemkiewicz thesis, this parameter is referred to as µp. In Micro-Cap 9, this parameter is referred to as MUP. Both cases have units of cm2/(V·s). This thesis will refer to the electron mobility as MUP. 17 µp = 487 E 1+ 4 1 . 95 × 10 Equation 2.3 [60] Ambipolar Recombination Lifetime The ambipolar recombination lifetime is the minority carrier lifetime within the semiconductor material. This is a semiconductor property that can be influenced by the material, operating temperature, electron mobility, and hole mobility [16]. The ambipolar recombination lifetime is referred to in the Oziemkiewicz thesis as the base high-level lifetime, τHL. This parameter is denoted as TAU in Micro-Cap 9. Both cases have the units of seconds (s). This thesis will refer to the ambipolar recombination lifetime as TAU. Gate-Drain Overlap Depletion Threshold The gate-drain overlap depletion threshold is the negative voltage required to turn off the normally open n-channel from the depletion-mode MOSFET. The internal MOSFET is in depletion mode during transient conditions where a quasi-static approximation for the charge densities in the region around the gate is not valid [24]. Thus, the threshold voltage is the negative voltage required to close that depletion-mode channel [61]. This gate-drain overlap depletion threshold voltage is referred to as VTd in the 18 Oziemkiewicz thesis and as VTD in Micro-Cap 9. Both cases have the units of volts (V). This thesis will refer to the gate-drain overlap depletion threshold as VTD. Avalanche Uniformity Factor The avalanche uniformity factor is a term used to calculate the openemitter collector-base breakdown voltage, BVcbo. BVcbo is then used to calculate avalanche multiplication factor along with BVn and Vds in Equation 2.1, where BVn is the avalanche multiplication exponent and Vds is the internal MOSFETs drain-source voltage. BVcbo is calculated in the Oziemkiewicz thesis as shown in Equation 2.4, where BVf is the avalanche uniformity factor and Nscl is the collector-base space charge concentration. In Micro-Cap 9, the avalanche uniformity factor is denoted as BVF. In both the Oziemkiewicz thesis and Micro-Cap 9, the avalanche uniformity factor is unitless. This thesis will refer to the avalanche uniformity factor as BVF. BVcbo = ( BV f ⋅ 5.34 × 1013 0.75 N scl Equation 2.4 19 ) Gate-Drain Oxide Capacitance The gate-drain oxide capacitance is the capacitance formed by the overlap of the gate oxide with the internal MOSFET’s drain. In the Oziemkiewicz thesis, the gate-drain oxide capacitance is referred to as Coxd, while, in Micro-Cap 9, it is referred to as COXD. The Oziemkiewicz case has the units of farads (F). However, Micro-Cap 9 implements this parameter as a capacitance per unit area which has units of farads per square centimeter (F/cm2). The area is the physical overlap area of the gate oxide and the drain of the internal MOSFET. This thesis will refer to the gate-drain oxide capacitance as COXD. MOS Transconductance The MOS transconductance is the referred to as the MOSFET transconductance parameter in the Oziemkiewicz thesis. The transconductance is the gradient of the transfer characteristic at a given temperature [24]. MOSFET. overall In this case, it is the transconductance of the internal Despite the MOS transconductance playing a large part in the IGBT transconductance, the MOS transconductance does not completely account for the overall IGBT transconductance. The Oziemkiewicz thesis refers to the MOS transconductance as Kp, while Micro-Cap 9 refers to the parameter as KP. Both cases have the units of A/V2. refer to the MOS transconductance as KP. 20 This thesis will Base Doping The base doping refers to the concentration of the lightly-doped, ntype, drift region in the IGBT that corresponds to the base of the internal BJT as shown in Figure 2.2. The Oziemkiewicz thesis refers to this parameter as NB. Micro-Cap 9 refers to the base doping as NB. Both cases have the units of inverse centimeters cubed (cm-3). This thesis will refer to the base doping as NB. Transverse Field Factor The transverse field factor is referred to as the transverse field transconductance factor in the Oziemkiewicz thesis. This parameter is used in the semi-empirical formula to calculate the internal MOSFET channel current during simulation accounting for the mobility reduction due to the transverse electric field for high gate voltages [37]. Additionally, it is used to calculate the conductance terms associated with the MOSFET current (∂Imos/∂Vgs and ∂Imos/∂Vds). The implementation of the transverse field factor in these calculations can be seen in the Oziemkiewicz thesis, where the transverse field factor is denoted as θ. Micro-Cap 9 refers to the transverse field factor as THETA. In both cases, the transverse field factor has units of inverse volts (V-1). This thesis will refer to the transverse field factor as THETA. 21 Metallurgical Base Width The metallurgical base width is the physically deposited width of the base of the internal BJT. This is used to calculate the quasi-neutral base width by subtracting away the base-collector depletion width from the metallurgical base width [37]. The Oziemkiewicz thesis refers to the metallurgical base width as WB, while Micro-Cap 9 refers to it as WB. The units of the metallurgical base width are centimeters (cm) in the Oziemkiewicz thesis. However, Micro-Cap 9 implements this parameter with units of meters (m). This thesis will refer to the metallurgical base width as WB. 22 3. Experiment Setup Overview To determine the required IGBT parameters, a test circuit had to be constructed for gathering experimental data on the IGBTs. Specifically, the Powerex QIS4506001 and the IXYS IXEL40N400 are the IGBTs being tested [38],[39]. Photos of these devices are shown in Figure 3.1 and Figure 3.2. By testing each of these IGBTs under varying conditions, the parameters can be determined for each of those conditions. This allows for the comparison of the parameters to determine trends as the voltage and current on the device are varied. Table 3.1 shows the test matrix that was used to test the IGBT. Four resistive loads and collector-emitter voltages were tested for a single 24 V gate-emitter voltage with a 10 µs pulsewidth. 23 (a) (b) Figure 3.1: Photograph of Powerex QIS4506001 IGBT (a) top view (b) bottom view (a) (b) Figure 3.2: Photograph of IXYS IXEL40N400 IGBT (a) top view (b) bottom view 24 Table 3.1: Test matrix for collecting data on the IGBTs. Load [Ω] Collector-Emitter Voltage (Vce) [kV] Gate-Emitter Voltage (Vge) [V] Pulse Width [µs] 15 1 24 10 9 2 --- --- 4.5 3 --- --- 3 3.5 --- --- The system diagram for the IGBT test circuit and its associated components can be seen in Figure 3.3. A signal generator is used to create a 5 V pulse of a desired pulse width. This pulse is a -5 V to 0 V inverted pulse because there is an inverting stage later in the gate drive circuitry. This inversion will be described later in the “Gate Drive Circuit” subsection in this chapter. The 5 V pulse then triggers an electrical-to-optical converter that connects via fiber optic to the gate drive circuit. The electrical to optical conversion allows the pulse to trigger the gate drive circuit without the possibility of an accidental short to the signal generator. An external +5 VDC power supply is needed to power the electrical-to-optical converter. An optical-to-electrical converter is present at the input of the gate drive circuit to provide the trigger signal to the integrated circuit (IC) gate driver. Once the gate drive circuit is triggered, a +24 V signal is output for the duration of the pulse width with an open or resistive load. There is a slight difference when the gate drive circuit is connected to the IGBT due to the internal capacitances that will be discussed later in “IGBT Test Circuit” subsection. Similarly to the electrical-to-optical converter, the gate drive 25 Signal Generator +5 VDC +24 VDC +HVDC Electricalto-Optical Converter Gate Drive IGBT Test Circuit Circuit Diagnostics Figure 3.3: Experimental setup system diagram. circuitry requires an external +24 VDC power supply. The signal from the gate drive circuit triggers the IGBT in the IGBT test circuit. This circuit uses the IGBT that is being tested to switch a DC voltage across a resistive load. The DC voltage being switched across the load comes from Glassman highvoltage DC power supply in parallel with a 30 µF input capacitor. To measure key voltages and currents within the IGBT, various diagnostics are utilized that will be discussed in the “IGBT Test Circuit” subsection. IGBT Test Circuit The IGBT test circuit that has been constructed at the University of Missouri is shown in Figure 3.4. A photograph of the IGBT test circuit is shown in Figure 3.5. The Glassman high-voltage DC power supply charges the 30 µF input capacitor via a series of three protection diodes. The protection diodes prevent any possible voltage reversal from sending current 26 Figure 3.4: IGBT test circuit schematic. Figure 3.5: Photograph of the IGBT test circuit attached to the input capacitor. 27 back into the DC power supply. Three diodes are needed in series due to the insufficient voltage rating of each diode. When the IGBT closes, the capacitor discharges through a varying equivalent resistive load that is comprised of fifteen resistors in series. The fifteen resistors in series allow for higher power resistors to be used as well as distribute the load power consumption among multiple load resistors. As previously shown in Table 3.1, the resistive load varies from 3 Ω to 15 Ω while the DC input voltages vary from 1 kV to 3.5 kV. A 2 MΩ bleed resistor is in parallel with the input capacitor to dissipate any excess charge that remains in the capacitor after the IGBT is triggered. This bleed resistor acts as a safety feature to “bleed” the charge from the capacitor if it is not fully discharged at the end of the experiment. When the signal generator is used to trigger the gate drive circuitry, as previously discussed, a +24 V pulse is sent to the gate of the IGBT. However, there is gate impedance in the test circuit comprised of both the internal gate impedance of the device and the damping resistance of the gate drive circuitry shown in Figure 3.7. The gate impedance of the IGBT is frequency dependent due to the gate capacitance. At turn-on, the damping resistance from the gate drive circuitry to the gate of the IGBT is 50 Ω. However, at turn-off, the damping resistance is shorted via a diode to decrease turn-off time. This shorted damping resistance led to ringing at the gate during turn-off. This internal gate capacitance slows the rise time of the gate signal as the charge time of an RC circuit. Consequently, if the pulse 28 width of the gate signal is less than the rise time of the signal, the gate signal will be truncated before it reaches its maximum value. The gate drive circuitry is connected from the gate to the emitter of the IGBT via a 2 mΩ emitter-feedback resistor. This emitter-feedback resistor limits the peak current through the circuit in the event of a fault. Using Kirchhoff’s Voltage Law around the loop between the gate and the emitter, Equation 3.1 is found. RE is the nominal value of the emitter- feedback resistor, VG is the input gate voltage, VGE is the voltage drop from the gate to the emitter, and IE,max is the maximum current allowed through the device. However, the gate-emitter voltage depends on a nonlinear internal gate capacitance. Rearranging Equation 3.1 and using a 2 mΩ emitter feedback resistor, the maximum collector current ranges from 250 A to 1,600 A for values of (VG – VGE) at 0.5 V and 3.2 V, respectively. RE = VG − VGE I E ,max Equation 3.1 Because a first generation printed circuit board (PCB) is being used, stray inductance is present. This is represented with Lstray1 in the collector current path and Lstray2 in the gate current path. These are determined using the same method that is used to determine the seventeen IGBT modeling 29 parameters. To prevent voltage reversals due to this inductance and damage to the IGBT, an antiparallel diode has been place in the circuit with the IGBT. Voltage transients could also cause difficulty measuring the collector-emitter voltage and possibly damage the device. Thus, an RCD snubber has been placed in parallel with the IGBT. The snubber consists of a 1 kΩ resistor in parallel with a diode where the parallel combination of the two is in series with an 11.75 nF capacitor. Diagnostics Multiple diagnostic measurements need to be taken to adequately measure the necessary voltages and currents. Despite the need for multiple measurements, however, there are only a few types of diagnostics that were used to take the measurements. A Tektronix P6015A probe was used to measure the collector-ground voltage, and a Tektronix P2220 10x probe was used to measure the emitter-ground voltage. Thus, a differential voltage measurement was used to measure the collector-emitter voltage. This was necessary due to the emitter-feedback resistor between the emitter and ground. A Tektronix P2220 10x probe was also used to measure the gateground voltage. Similarly to the collector-emitter voltage, the gate-emitter voltage was also a differential measurement. measure the necessary currents. Pearson coils were used to A model 410 Pearson coil was used to measure the collector current, while a model 2877 Pearson coil was used to measure the gate current. The gate current should integrate to zero. As a check, the sample current was found to integrate to -1.84 x 10-18 which is 30 Vce Ic Vce (kV) 180 130 80 Ic (A) 2.2 2 1.8 1.6 1.4 1.2 1 0.8 0.6 0.4 0.2 0 -0.2 30 -20 0 5 10 15 T ime (µs) 20 3 2.5 2 1.5 1 0.5 0 -0.5 -1 -1.5 -2 -2.5 -3 Vge (V) 30 25 20 15 10 5 0 -5 -10 -15 -20 -25 -30 Vge 0 5 Ig 10 15 T ime (µs) Ig (A) (a) 20 (b) Figure 3.6: Plots for a 2 kV input voltage and a 15 Ω resistive load with a 24 V gate signal on a Powerex IGBT. (a) IGBT collector-emitter voltage and collector current. (b) IGBT gate-emitter voltage and gate current. 31 essentially equal to zero. Sample measurements for a 2 kV input voltage with a 15 Ω load and 24 V gate signal are shown in Figure 3.6. Gate Drive Circuit Because the optical-to-electrical converter is utilized to isolate the signal generator, the opposite conversion does not provide enough current to adequately trigger the IGBT. Thus, an IC gate driver is utilized to provide the necessary current. The Micrel MIC4452 gate driver was used. However, the optical-to-electrical converter is inverting, and the Micrel MIC4452 is a non-inverting gate driver [62]. This was solved with the capability of the signal generator to output an inverted signal, and the non-inverting gate driver was left in place. The gate driver circuit provides the necessary bias voltages for the optical-to-electrical converter and the IC gate driver to operate. A +24 V DC voltage is input to the gate drive circuit and then stepped down with voltage regulators to values that each device requires. A circuit schematic of the gate drive circuitry can be seen in Figure 3.7. Initially, the gate drive circuit was designed to be on the underside of the same PCB as the IGBT test circuit. This, however, caused capacitive coupling between the gate drive circuitry and the high voltage circuitry. This capacitive coupling prevented the gate signal from predictably triggering the IGBT. Consequently, the gate drive circuit was soldered to a separate PCB and connected to the other using alligator clip connectors. This wire connection between the two circuit boards is what produces most of the stray 32 inductance between the gate driver and the gate of the IGBT which is accounted for by using Lstray2 in the simulations. A coaxial transmission line connection between the boards would have decreased the stray inductance. However, because this was an unforeseen design change for the PCB, it was not easily implemented. 33 Figure 3.7: IGBT gate drive circuit schematic. 34 4. Experiment Results Least Squares Curve Fitting A least squares curve fitting technique is used to actually determine the seventeen modeling parameters for the IGBT. The IGBT test circuit is simulated in Micro-Cap using estimates for the IGBT modeling parameters [36]. After the simulation is complete, a MATLAB code compares each of the simulated data points to the measured values for a given input voltage and load [40]. The error in the algorithm was calculated using the sum of squares of the residuals between the simulated and measured values. Using an algorithm called particle swarm analysis, the parameters are changed to try to minimize the error [63]. The coefficient of determination, R2, was also calculated using Equation 4.1 and Equation 4.2 where SSresiduals is the sum of 35 SS residuals SStotal R2 = 1− Equation 4.1 SS total = ∑ ( y i − y ) 2 i Equation 4.2 squares of the residuals and SStotal is the sum of squares of the measured values minus the mean of all measured values. These R2 values can be seen in Appendix E. Although some of the values for R2 in Appendix E are negative, these values correspond to simulations where the sum of squares of the error was very large due to the device not turning off in the simulation. Once the error term falls below a certain level or the simulation is found to be visually acceptable compared with the measured values, those parameter values are determined to be the effective parameters for that load and input voltage. Sample comparisons of simulations and measured data can be seen in Figure 4.1. It is important to note, however, that these parameters may not be the true values for the IGBT being tested. The effective values are those that best match a simulation result to the measured result. For that reason, these effective parameters are applicable only to the device that has been tested at the given voltage and current values. During this process, the values for Lstray1 and Lstray2 were also determined to be 400 nH and 2.5 µH, respectively. 36 Additionally, the load resistance is swept over its tolerances to best fit the measured data. IGBT Results Three Powerex QIS4506001 IGBTs were tested according to the test matrix shown in Table 3.1. Each point in the matrix had a sample size, n, of ten. This section will briefly discuss the measured results from the IGBT test circuit and then discuss the least squares curve fitting results. Finally, a linear regression was performed on the curve fitting results to determine whether the parameters stayed constant under the pulsed-power conditions. One IXYS IXEL40N400 IGBT was also tested in the same manner with the same sample size of ten shots at each data point. Test Data Using the IGBT test circuit described in the previous chapter, data were taken on each of three Powerex IGBTs and one IXYS IGBT. A comparison of the measured waveforms for the three Powerex IGBTs can be seen in Figure 4.2 for a 1 kV collector-emitter voltage with a 15 Ω load, while Figure 4.3 shows a set of typical IXYS waveforms. Each of the waveforms is approximately the same for each of the three different IGBTs with the 37 Vge (V) 30 25 20 15 10 5 0 -5 -10 -15 Simulated Measured 0 5 10 15 T ime (µs) 20 25 (a) Vce (kV) Measured Voltage Measured Current 350 3.5 300 3 250 2.5 200 2 150 1.5 100 1 Ic (A) Simulated Voltage Simulated Current 4 50 0.5 0 0 -50 0 5 10 15 T ime (µs) 20 25 (b) Figure 4.1: Comparison of measured and simulated plots for a 3.5 kV input voltage with 15 Ω resistive load and a 24 V gate signal. (a) IGBT gate voltage, VGE. (b) IGBT collector-emitter voltage, VCE, and collector current, IC. 38 exception of some slight discrepancies in the rise and fall times. Figure 4.2 also provides an example of a typical shot taken on each of the IGBTs. The collector-emitter voltage shown in Figure 4.2a falls to its on-state voltage and then rises back toward the initial charge voltage. The collector current rises from zero to reach its on-state value that is determined by the load of the circuit as shown in Figure 4.2b. The gate-emitter voltage in Figure 4.2c rises to approximately 24 V. Voltage undershoot, and then overshoot, causes the device to turn on again briefly at the end of the signal. This ringing at turn-off is due to the diode-shorted damping resistance from the gate drive circuitry. This ringing could have been reduced with a small nonzero damping resistance in series with the diode. The effects of this turn-on can be seen in all of the waveforms. Although Figure 4.2 shows an example of a typical Powerex shot for most of the test matrix, there was a slightly different effect for the higher currents that is shown in Figure 4.4. The collector current reached its saturation level for the applied gate-emitter voltage. The current appeared to reach saturation at approximately 700 A, which caused the on-state collector-emitter voltage from reaching its usual on-state value. There is also a similar effect for the IXYS IGBT that occurs at approximately 350 A. This current limit initially appeared to be caused by the emitter-feedback resistor being too large. However, after testing the IXYS IXEL40N400 IGBT, this is likely not the case. The IXYS IGBT showed a similar effect at a much lower current of approximately 350 A which would indicate that current saturation level is being reached for each IGBT. The collector current as a 39 1200 Collector-Emitter Voltage (V) 1000 800 600 400 200 0 0 5 10 15 20 25 20 25 20 25 Time (µs) IGBT 1 IGBT 2 IGBT 3 (a) 80 70 Collector Current (A) 60 50 40 30 20 10 0 0 5 10 15 -10 Time (µs) IGBT 1 IGBT 2 IGBT 3 (b) 30 25 Gate-Emitter Voltage (V) 20 15 10 5 0 0 5 10 15 -5 -10 -15 -20 Time (µs) IGBT 1 IGBT 2 IGBT 3 (c) Figure 4.2: Comparison of measured waveforms among 3 different Powerex QIS4506001 IGBTs for (a) collector-emitter voltage (b) collector current and (c) gate-emitter voltage 40 1200 Collector-Emitter Voltage (V) 1000 800 600 400 200 0 0 5 10 15 20 25 Time (µs) (a) 80 70 Collector Current (A) 60 50 40 30 20 10 0 0 5 10 15 20 25 15 20 25 -10 Time (µs) (b) 30 Gate-Emitter Voltage (V) 25 20 15 10 5 0 0 5 10 -5 Time (µs) (c) Figure 4.3: Example of measured waveforms on the IXYS IXEL40N400 with a 15 Ω load and 1 kVin for (a) collector-emitter voltage (b) collector current (c) gateemitter voltage 41 4000 3500 Collector-Emitter Voltage (V) 3000 2500 2000 1500 1000 500 0 0 5 10 15 20 25 -500 Time (µs) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (a) 800 700 600 Collector Current (A) 500 400 300 200 100 0 0 5 10 15 20 25 -100 Time (µs) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (b) Figure 4.4: Display of the apparent current limit for a Powerex QIS4506001 IGBT with a 3 Ω load, showing (a) collector-emitter voltage and (b) collector current 42 4000 3500 Collector-Emitter Voltage (V) 3000 2500 2000 1500 1000 500 0 0 5 10 15 20 25 20 25 -500 Time (µs) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (a) 400 350 300 Collector Current (A) 250 200 150 100 50 0 0 5 10 15 -50 Time (µs) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (b) Figure 4.5: Display of the apparent current limit for an IXYS IXEL40N40 IGBT with a 3 Ω load, showing (a) collector-emitter voltage and (b) collector current 43 function of gate-emitter voltage is shown in Equation 4.3, where gm is the transconductance of the IGBT and Vth is the IGBT turn-on threshold voltage. Curve Fitting Once the measured data had been collected, the waveforms were used as a reference to fit simulated waveforms using the least-squares curve fitting method described at the beginning of this chapter. Initially, all seventeen parameters plus the stray inductances and load resistor tolerance were fit using this method. However, fitting all of these parameters led to impractically long simulation times. Consequently, all but six of the parameters were held constant. It was determined that the gate-drain overlap area (AGD), electron mobility (MUN), gate-source capacitance per unit area (CGS), hole mobility (MUP), gate-drain oxide capacitance per unit area (COXD), and the MOS transconductance (KP) were likely to be the most important parameters to fit. The carrier mobilities were chosen due to their dependence upon the electric field in the device [60]. The other four parameters were chosen because they were likely to affect or be affected by the collector current path I C = g m (VGE − Vth ) Equation 4.3 44 Table 4.1: Parameters held constant for both IGBTs during least-squares curve fitting Parameter Constant Values Units BVN 25 JSNE 4 x 10-11 A/cm2 VT 12 V AREA 3.5 x 10-5 m2 KF 300 TAU 2 x 10-5 s VTD -22 V BVF 4.5 x 104 NB 2 x 1015 cm-3 THETA 0.5 V-1 WB 5.0 x 10-4 m within the device. AGD may vary based upon the size of the channel, while COXD would be affected by AGD. CGS would be affected by the change in AGD and the charge built up during the pulse. KP depends on COXD and the size of the inversion layer channel that is formed. These constants can be seen in Table 4.1 and were determined from the limited results of fitting all seventeen parameters. Because neither the Powerex QIS4506001 nor the IXYS IXEL40N400 IGBT was in the library for Micro-Cap 9, another IGBT’s parameters were 45 used as a starting point for the particle swarm algorithm. The IGBT that was chosen was the IXYS IXLF19N250A that is rated for a collector-emitter voltage of 2,500 V and a collector current of 32 A. That was the model of IGBT with ratings closest to those IGBTs that were tested. The parameter values for the IXYS IXLF19N250A can be seen in Table 4.2 compared to determined parameter values at a collector-emitter voltage of 3 kV with a 3 Ω load for both the Powerex QIS4506001 and IXYS IXEL40N400. The parameters that were varied for this thesis are highlighted. Based on Table 4.2, the next parameter that would be interesting to vary would be the triode region factor, KF, due to its large discrepancy between the IXLF19N250A and the two IGBTs that were tested. Figure 4.6 shows the circuit schematic equivalent of the netlist that was used for simulating the circuit. An example where the simulated results Figure 4.6: Micro-Cap 9 circuit schematic used for curve fitting 46 Table 4.2: IXYS IXLF19N250A parameter values in Micro-Cap 9 compared to those determined at VCE=3 kV with a 3 Ω load for the Powerex QIS4506001 and IXYS IXEL40N400 IGBTs Parameter IXLF19N250A Value QIS4506001 Value IXEL40N400 Value Units AGD 6.4 x 10-6 7.23 x 10-6 8.43 x 10-6 m2 BVN 4 25 25 JSNE 6.5 x 10-13 4.0 x 10-11 4.0 x 10-11 A/cm2 MUN 1.0 x 105 1.03 x 106 1.55 x 109 cm2/(Vs) VT 8.0678 12 12 V AREA 1.6 x 10-5 3.5 x 10-5 3.5 x 10-5 m2 CGS 1.85 x 10-8 1.48 x 10-8 3.07 x 10-8 F/cm2 KF 0.72368 300 300 MUP 20 4.86 x 104 2.2 x 104 cm2/(Vs) TAU 5.0148 x 10-8 2.0 x 10-5 2.0 x 10-5 s VTD -5 -22 -22 V BVF 9.999 4.5 x 104 4.5 x 104 COXD 5.6429 x 10-7 6.58 x 10-4 1.79 x 10-1 F/cm2 KP 5.5219 8.83 14.6 A/V2 NB 2.0 x 1014 2.0 x 1015 2.0 x 1015 cm-3 THETA 0.02 0.5 0.5 V-1 WB 1.17 x 10-4 5.0 x 10-4 5.0 x 10-4 m 47 3500 3000 Collector-Emitter Voltage (V) 2500 2000 1500 1000 500 0 0 5 10 15 20 25 20 25 -500 Time (µs) Measured Simulated (a) 350 300 Collector Current (A) 250 200 150 100 50 0 0 5 10 15 -50 Time (µs) Measured Simulated (b) 40 30 Gate-Emitter Voltage (V) 20 10 0 0 5 10 15 20 25 -10 -20 -30 Time (µs) Measured Simulated (c) Figure 4.7: Comparison of measured and simulated waveforms that match up well for a Powerex QIS4506001 IGBT for (a) collector-emitter voltage (R2=0.97572) (b) collector current (R2=0.97623) and (c) gate-emitter voltage (R2=0.59535) 48 3500 3000 Collector-Emitter Voltage (V) 2500 2000 1500 1000 500 0 0 5 10 15 20 25 20 25 20 25 Time (µs) Measured Simulated (a) 350 300 Collector Current (A) 250 200 150 100 50 0 0 5 10 15 -50 Time (µs) Measured Simulated (b) 50 40 Gate-Emitter Voltage (V) 30 20 10 0 0 5 10 15 -10 -20 Time (µs) Measured Simulated (c) Figure 4.8: Comparison of measured and simulated waveforms that match up well for a IXYS IXEL40N400 IGBT for (a) collector-emitter voltage (R2=0.96877) (b) collector current (R2=0.96372) and (c) gate-emitter voltage (R2=0.89290) 49 matched the measured Powerex and IXYS results well can be seen in Figure 4.7 and Figure 4.8, respectively. The simulated collector-emitter voltage and collector current waveforms match the measured waveforms. The simulated gate-emitter voltage never matched its measured counterpart well. This may be due to an omitted diode that provides no damping resistance at the gate during turn-off. However, this is a difficult trace to curve fit due to the nonlinear capacitances within the device. The gate-source capacitance at turn-on should theoretically be a four part piecewise function as shown in Equation 4.4, but the Oziemkiewicz implementation of the Hefner model utilized in Micro-Cap simplifies this a constant value [24],[37]. Equation 4.4 varies with the gate-source voltage of the internal MOSFET as a function of time throughout the pulse, where td(on) is the time delay to turn-on, tr(on) is the rise time, td(off) is the time delay to turn-off, and tf(off) is the fall time. The gate-source voltage of the internal MOSFET is equal to the gate-emitter voltage for the IGBT. This discrepancy for the gate-source capacitance did not allow the least squares curve fitting technique to accurately find effective values to match the gate-emitter voltage. However, this method provided a close approximation of the voltage at the gate of the device. Since most of the parameters are being held constant, it was impossible to get a good fit over the full range of testing. An example of this can be seen in Figure 4.9 and Figure 4.10 for the Powerex and IXYS IGBTs, respectively. The simulated on-state values for the collector-emitter voltage 50 CGS td ( on ) VGS (max) − VGS (0) RG ln V GS (max) − VGS (t d ( on ) ) tr ( on ) − td ( on ) VGS (max) − VGS (td ( on ) ) RG ln ( ) − − V V t t GS (max) GS r ( on ) d ( on ) = td ( off ) − tr ( on ) VGS (max) − VGS (tr ( on ) ) RG ln VGS (max) − VGS (td ( off ) − tr ( on ) ) t f ( off ) − td ( off ) VGS (max) − VGS (td ( off ) ) RG ln V GS (max) − VGS (t f ( off ) − td ( off ) ) 0 ≤ t < td ( on ) td ( on ) ≤ t < tr ( on ) tr ( on ) ≤ t < td ( off ) td ( off ) ≤ t < t f ( off ) Equation 4.4 [24] and the collector current never reach the measured values. Again, the gateemitter voltage does not match perfectly. This is quantified with the lower R2 values for each plot as shown in Figure 4.7 - Figure 4.10. Linear Regression Analysis Curve fitting of the points in the test matrix allowed parameter values to be determined for each of the ten samples at each point for the three IGBTs tested. Using these values it was possible to perform a linear regression on all of the data to determine whether the parameters were constant as a function of voltage and/or current. 51 If a parameter is found to 1200 1000 Collector-Emitter Voltage (V) 800 600 400 200 0 0 5 10 15 20 25 -200 Time (µs) Measured Simulated (a) 80 70 60 Collector Current (A) 50 40 30 20 10 0 0 5 10 15 20 25 20 25 -10 Time (µs) Measured Simulated (b) 30 20 Gate-Emitter Voltage (V) 10 0 0 5 10 15 -10 -20 -30 Time (µs) Measured Simulated (c) Figure 4.9: Comparison of measured and simulated waveforms that do not match up well due to fixing some parameters for a Powerex QIS4506001 IGBT for (a) collector-emitter voltage (R2=0.96852) (b) collector current (R2=0.96961) and (c) gate-emitter voltage (R2=0.73724) 52 1200 1000 Collector-Emitter Voltage (V) 800 600 400 200 0 0 5 10 15 20 25 20 25 -200 Time (µs) Measured Simulated (a) 70 60 Collector Current (A) 50 40 30 20 10 0 0 5 10 15 -10 Time (µs) Measured Simulated (b) 30 25 Gate-Emitter Voltage (V) 20 15 10 5 0 0 5 10 15 20 25 -5 Time (µs) Measured Simulated (c) Figure 4.10: Comparison of measured and simulated waveforms that do not match up well due to fixing some parameters for a IXYS IXEL40N400 IGBT for (a) collectoremitter voltage (R2=0.95617) (b) collector current (R2=0.95614) and (c) gateemitter voltage (R2=0.82994) 53 not be constant, then the Oziemkiewicz implementation of the Hefner model would only be valid for a given point where the parameters have been determined experimentally. The results of this regression analysis versus collector current for each of the three tested IGBTs can be seen in Table 4.3 through Table 4.5. The results when data from all three IGBTs were combined are shown in Table 4.6. Linear regression analysis is only valid when the data set has normal distribution (i.e. the plot of the residuals is linear). Based upon the plot of the residuals, MUN and COXD did not have normal distributions with respect to collector current. Therefore, the natural log of the values was taken to normalize the data and make the linear regression analysis valid. If the natural log of the parameter has significance, then the parameter itself will also have significance. The results of the analysis for the natural log of these parameters are shown in the tables. The p-value of slope for the linear regression was used to determine whether the parameter was constant. Any parameter found to have a p-value less than 0.05, has a slope when plotted over the collector current. 0.05 is not constant. Thus, any parameter with a p-value less than A p-value of less than 0.05 indicates that the parameter can be said to not be constant with at least 95% confidence. The rows that are highlighted are those that were found to not have constant values for the given parameter. Linear regression analysis was also performed versus collector-emitter voltage. However, due the nature of the test matrix, only a limited number 54 of test points could be compared to eliminate the effect of collector current in the analysis (i.e. collector current increased as the collector-emitter voltage increased). Therefore, the linear regression results versus collector current are displayed because they are the most conclusive. Plots of the parameters versus collector-emitter voltage will be shown later in this chapter. AGD The linear regression results tables for the Powerex IGBT indicate that almost every parameter has a collector current dependence. The gate-drain overlap area, AGD, has a current dependence for every collector-emitter voltage. This can be seen in Figure 4.11. Although the 1 kV results for all IGBTs and the combination of them has a negative slope, the other voltages have a positive slope. This result is likely due to current crowding through the channel of the device until the device reaches its saturation current. As the collector current through the device increases, the channel is rounded off in the p+ region beneath the gate [64]. This rounding of the channel with carriers effectively increases the overlap area between the gate and drain of the internal MOSFET. It appears that the device reaches saturation beyond approximately 400 A because there is a much smaller distribution at higher collector currents. This may account for the change in the plot versus voltage because the data sets plotted are for 222 A and 333 A. The analysis for the IXYS IGBT is similar to that for the Powerex IGBT but the current values are lower. The IXYS results can be seen in Figure 4.12. 55 Table 4.3: Linear regression results versus collector current for the Powerex QIS4506001 IGBT #1 parameters that were fit using least squares method Parameter AGD ln(MUN) CGS MUP ln(COXD) KP CollectorEmitter Voltage (kV) Parameter Change per Ampere p-value Lower 95% Parameter Change Upper 95% Parameter Change 1 -2.10 x 10-8 4.20 x 10-3 -3.60 x 10-8 -7.2 x 10-9 2 2.31 x 10-8 2.48 x 10-8 1.64 x 10-8 2.98 x 10-8 3 2.91 x 10-8 3.87 x 10-21 2.60 x 10-8 3.22 x 10-8 3.5 2.79 x 10-8 1.07 x 10-27 2.60 x 10-8 2.99 x 10-8 1 0.0155 1.90 x 10-16 0.0133 0.0178 2 0.00829 5.28 x 10-17 0.00713 0.00945 3 0.0106 2.77 x 10-23 0.00965 0.0116 3.5 -0.00090 0.078 -0.0019 0.00011 -11 5.65 x 10-11 4.91 x 10 2 1.36 x 10-10 3.68 x 10-17 1.17 x 10-10 1.55 x 10-10 3 1.92 x 10-10 1.30 x 10-18 1.68 x 10-10 2.16 x 10-10 3.5 2.09 x 10-10 1.23 x 10-19 1.85 x 10-10 2.34 x 10-10 1 148.28 2.81 x 10-9 109.31 187.24 2 158.84 4.25 x 10-14 131.22 186.47 3 47.82 3.22 x 10-14 39.58 56.06 3.5 24.15 5.21 x 10-9 17.63 30.66 1 0.013 1.48 x 10-20 0.012 0.015 2 0.001 2.59 x 10-13 0.0077 0.011 3 0.008 8.91 x 10-10 0.0057 0.0095 3.5 0.002 4.80 x 10-20 0.0019 0.0024 1 0.049 4.35 x 10-15 0.041 0.057 0.039 1.70 x 10 -13 0.032 0.047 7.84 x 10 -35 0.057 0.062 3.30 x 10 -36 0.059 0.064 3 3.5 0.060 0.061 56 4.18 x 10 -11 1 2 4.10 x 10 -16 Table 4.4: Linear regression results versus collector current for the Powerex QIS4506001 IGBT #2 parameters that were fit using least squares method Parameter AGD ln(MUN) CGS MUP ln(COXD) KP CollectorEmitter Voltage (kV) Parameter Change per Ampere p-value Lower 95% Parameter Change Upper 95% Parameter Change 1 -8.20 x 10-9 0.098 -1.80 x 10-8 1.58 x 10-9 2 2.72 x 10-8 7.47 x 10-17 2.34 x 10-8 3.11 x 10-8 3 2.41 x 10-8 4.21 x 10-16 2.05 x 10-8 2.77 x 10-8 3.5 2.17 x 10-8 4.13 x 10-8 1.53 x 10-8 2.81 x 10-8 1 0.0177 2.35 x 10-22 0.0160 0.0194 2 0.0081 1.62 x 10-16 0.0069 0.0093 3 0.0072 3.38 x 10-31 0.0068 0.0076 3.5 0.0046 3.34 x 10-5 0.0026 -11 7.64 x 10-11 6.97 x 10 2 1.51 x 10-10 1.19 x 10-17 1.30 x 10-10 1.71 x 10-10 3 1.92 x 10-10 3.78 x 10-20 1.70 x 10-10 2.13 x 10-10 3.5 2.32 x 10-10 9.50 x 10-21 2.07 x 10-10 2.57 x 10-10 1 141.14 1.55 x 10-11 110.94 171.34 2 159.61 2.18 x 10-15 134.43 184.78 3 52.94 4.54 x 10-19 46.51 59.37 3.5 7.53 0.125 -2.19 17.26 1 0.013 1.95 x 10-20 0.012 0.015 2 0.0089 3.80 x 10-12 0.0071 0.011 3 0.0074 5.67 x 10-9 0.0054 0.0094 3.5 0.0080 5.12 x 10-8 0.0056 0.010 1 0.047 1.58 x 10-16 0.040 0054 0.035 2.72 x 10 -13 0.029 0.042 4.00 x 10 -36 0.051 0.056 6.79 x 10 -37 0.058 0063 3 3.5 0.054 0.061 57 6.29 x 10 0.0066 -11 1 2 2.30 x 10 -22 Table 4.5: Linear regression results versus collector current for the Powerex QIS4506001 IGBT #3 parameters that were fit using least squares method Parameter AGD ln(MUN) CGS MUP ln(COXD) KP CollectorEmitter Voltage (kV) Parameter Change per Ampere p-value Lower 95% Parameter Change Upper 95% Parameter Change 1 -1.40 x 10-8 5.34 x 10-3 -2.40 x 10-8 -4.40 x 10-8 2 2.12 x 10-8 9.34 x 10-11 1.64 x 10-8 2.61 x 10-8 3 2.35 x 10-8 1.98 x 10-19 2.07 x 10-8 2.63 x 10-8 3.5 1.69 x 10-8 3.05 x 10-8 1.20 x 10-8 2.19 x 10-8 1 0.0172 2.72 x 10-20 0.0153 0.0191 2 0.0081 3.62 x 10-15 0.0068 0.0094 3 0.0053 7.68 x 10-7 0.0035 0.0071 3.5 0.0048 1.37 x 10-5 0.0028 -11 6.90 x 10-11 6.14 x 10 2 1.48 x 10-10 5.12 x 10-21 1.32 x 10-10 1.64 x 10-10 3 1.86 x 10-10 1.70 x 10-28 1.73 x 10-10 1.98 x 10-10 3.5 2.42 x 10-10 1.43 x 10-20 2.16 x 10-10 2.69 x 10-10 1 135.75 2.76 x 10-12 108.47 163.02 2 169.59 359 x 10-17 146.09 193.10 3 52.60 2.68 x 10-22 47.46 57.75 3.5 -1.32 0.873 -17.91 15.27 1 0.013 2.19 x 10-20 0.011 0.014 2 0.0076 4.74 x 10-12 0.0061 0.0092 3 0.0072 1.16 x 10-8 0.0052 0.0093 3.5 0.0078 5.42 x 10-8 0.0055 0.0101 1 0.049 1.89 x 10-18 0.043 0.055 0.034 1.01 x 10 -13 0.028 0.040 2.82 x 10 -36 0.051 0.055 8.09 x 10 -27 0.061 0.071 3 3.5 0.053 0.066 58 5.38 x 10 0.0067 -11 1 2 9.51 x 10 -19 Table 4.6: Linear regression results versus collector current for three different Powerex QIS4506001 IGBTs combining parameters that were fit using least squares method Parameter AGD ln(MUN) CGS MUP ln(COXD) KP CollectorEmitter Voltage (kV) Parameter Change per Ampere p-value Lower 95% Parameter Change Upper 95% Parameter Change 1 -1.40 x 10-8 7.38 x 10-5 -2.10 x 10-8 -7.40 x 10-9 2 2.39 x 10-8 1.61 x 10-29 2.08 x 10-8 2.70 x 10-8 3 2.56 x 10-8 1.06 x 10-52 2.37 x 10-8 2.74 x 10-8 3.5 2.21 x 10-8 5.48 x 10-28 1.91 x 10-8 2.51 x 10-8 1 0.0168 1.05 x 10-55 0.0157 0.0180 2 0.0082 3.90 x 10-47 0.0075 0.0088 3 0.0077 6.95 x 10-37 0.0069 0.0085 3.5 0.0027 7.21 x 10-6 0.0016 0.0039 1 6.01 x 10-11 1.65 x 10-47 5.52 x 10-11 6.50 x 10-11 2 1.45 x 10-10 8.68 x 10-54 1.35 x 10-10 1.56 x 10-10 3 1.90 x 10-10 3.71 x 10-62 1.79 x 10-10 2.01 x 10-10 3.5 2.27 x 10-10 6.16 x 10-58 2.13 x 10-10 242 x 10-10 1 141.41 1.16 x 10-29 123.04 159.78 162.69 7.81 x 10 -45 148.49 176.90 1.11 x 10 -41 46.26 55.89 -3 3.48 17.57 2 3 51.08 3.5 10.53 3.73 x 10 1 0.013 4.36 x 10-60 0.012 0.014 2 0.0086 4.57 x 10-35 0.0077 0.0096 3 0.0074 2.31 x 10-25 0.0063 0.0085 3.5 0.0059 1.69 x 10-15 0.0046 0.0071 1 0.048 7.20 x 10-48 0.044 0.052 2 0.036 8.54 x 10-38 0.032 0.040 3 0.055 3.90 x 10-101 0.054 0.057 3.5 0.063 3.18 x 10-92 0.061 0.065 59 Table 4.7: Linear regression results versus collector current for the IXYS IXEL40N400 IGBT parameters that were fit using least squares method Parameter AGD ln(MUN) CGS MUP ln(COXD) KP CollectorEmitter Voltage (kV) Parameter Change per Ampere p-value Lower 95% Parameter Change Upper 95% Parameter Change 1 4.66 x 10-8 2.49 x 10-10 3.55 x 10-8 5.76 x 10-8 2 3.92 x 10-8 2.07 x 10-9 2.90 x 10-8 4.94 x 10-8 3 3.71 x 10-8 6.49 x 10-7 2.45 x 10-8 4.98 x 10-8 3.5 4.31 x 10-8 1.08 x 10-15 3.65 x 10-8 4.98 x 10-8 1 0.018154 5.02 x 10-17 0.015611 0.020696 2 0.033742 6.02 x 10-22 0.030366 0.037118 3 0.018882 2.56 x 10-3 0.007044 0.030721 3.5 0.059137 9.54 x 10-13 0.047696 0.070578 -10 3.51 x 10-10 3.11 x 10 2 3.63 x 10-10 1.27 x 10-24 3.33 x 10-10 3.94 x 10-10 3 4.68 x 10-10 3.37 x 10-20 4.16 x 10-10 5.21 x 10-10 3.5 6.03 x 10-10 7.61 x 10-23 5.46 x 10-10 6.59 x 10-10 1 52.25 2.85 x 10-15 43.94 60.57 2 -13.50 0.1626 -32.69 5.69 3 -18.22 0.2833 -52.10 15.66 3.5 -59.60 1.56 x 10-3 -95.00 -24.19 1 0.020 8.37 x 10-32 0.019 0.021 2 0.032 1.34 x 10-39 0.031 0.034 3 0.021 9.49 x 10-8 0.014 0.027 3.5 0.051 2.48 x 10-23 0.047 0.056 1 0.078 2.19 x 10-42 0.076 0.080 0.089 1.62 x 10 -24 0.081 0.096 6.46 x 10 -17 0.073 0.098 2.99 x 10 -17 0.086 0.113 3 3.5 0.086 0.099 60 2.70 x 10 -10 1 2 4.33 x 10 -18 MUN Similar to the results for AGD, the Powerex device has a collector current dependence on the electron mobility, MUN, shown in the regression tables. This is confirmed in Figure 4.13 and Figure 4.14. shows MUN plotted versus collector current. Figure 4.13a There appears to bealmost exponential growth in MUN at the maximum current values. Figure 4.13b shows a zoomed in plot of the smaller MUN values that are difficult to see on the full plot. Trendlines have been deleted for this plot to avoid confusion, since not all MUN values can be seen on the zoomed in plot. This is likely also due to the current reaching its saturation level in the device. The electric field in the internal BJT increases as the current crowding worsens [64]. Therefore, MUN should also increase [60]. Figure 4.14 shows MUN plotted versus collector-emitter voltage. MUN has a decreasing trend for increasing collector-emitter voltage. For increasing collector-emitter voltages, the length of the depletion region in the device before turn-on also increases. This increase in distance across the depletion region would correspond to a decreased electric field within the depletion region. This may account for the decrease in MUN for increasing collector-emitter charge voltage. IXYS results can be seen in Figure 4.15 and Figure 4.16. 61 2.50E-05 2.00E-05 2 AGD (m ) 1.50E-05 1.00E-05 5.00E-06 0.00E+00 0 100 200 300 400 500 600 700 800 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (a) 2.00E-05 1.80E-05 1.60E-05 1.40E-05 AGD (m2) 1.20E-05 1.00E-05 8.00E-06 6.00E-06 4.00E-06 2.00E-06 0.00E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A (b) Figure 4.11: Combined AGD values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage 62 2.50E-05 2.00E-05 2 AGD (m ) 1.50E-05 1.00E-05 5.00E-06 0.00E+00 0 50 100 150 200 250 300 350 400 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV 2000 2500 (a) 2.5000E-05 2.0000E-05 AGD (m2) 1.5000E-05 1.0000E-05 5.0000E-06 0.0000E+00 0 500 1000 1500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A (b) Figure 4.12: AGD values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage 63 8.00E+08 7.00E+08 6.00E+08 4.00E+08 2 MUN (cm /(V*s)) 5.00E+08 3.00E+08 2.00E+08 1.00E+08 0.00E+00 0 100 200 300 400 500 600 700 800 700 800 -1.00E+08 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (a) 5.00E+07 2 MUN (cm /(V*s)) 4.00E+07 3.00E+07 2.00E+07 1.00E+07 0.00E+00 0 100 200 300 400 500 600 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (b) Figure 4.13: Combined MUN values for three different Powerex QIS4506001 IGBTs versus collector current showing (a) all values (b) zoomed into smaller values 64 7.00E+07 6.00E+07 MUN (cm2/(V*s)) 5.00E+07 4.00E+07 3.00E+07 2.00E+07 1.00E+07 0.00E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222A Ic=333A Figure 4.14: Combined MUN values for three different Powerex QIS4506001 IGBTs versus collector-emitter voltage 65 2.00E+12 1.00E+12 2 MUN (cm /(V*s)) 1.50E+12 5.00E+11 0.00E+00 0 50 100 150 200 250 300 350 400 -5.00E+11 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (a) 2.00E+09 1.80E+09 1.60E+09 1.20E+09 2 MUN (cm /(V*s)) 1.40E+09 1.00E+09 8.00E+08 6.00E+08 4.00E+08 2.00E+08 0.00E+00 0 50 100 150 200 250 300 350 400 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (b) Figure 4.15: MUN values for an IXYS IXEL40N400 IGBT versus collector current showing (a) all values (b) zoomed into smaller values 66 1.2000E+09 1.0000E+09 MUN (cm2/(V*s)) 8.0000E+08 6.0000E+08 4.0000E+08 2.0000E+08 0.0000E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222A Figure 4.16: voltage Ic=333A MUN values for an IXYS IXEL40N400 IGBT versus collector-emitter 67 CGS The gate-source capacitance, CGS, has a collector current dependence as shown in the regression tables. This can be seen in Figure 4.17 for both current and voltage. The increase in collector current causes an increase in CGS. Using C = Q/V, the increase in collector current would account for more charge in the region during the pulse width. Thus, there would also be increased capacitance for increasing collector current. Similar to AGD, there appears to be a threshold of about 400 A, beyond which CGS increases significantly. This may account for the change from slightly positive to slightly negative slope for the plot versus collector-emitter voltage as the two data sets are at 222 A and 333 A. Similar to AGD, this may be due to current reaching its saturation level in the device. The results for the IXYS IGBT are seen in Figure 4.18. The current in the IXYS plot is lower but has approximately the same maximum values. The voltage plot differs in that there was found to be no statistical difference versus voltage for the 222 A data. Also, the values for CGS decreased an order of magnitude from the Powerex to the IXYS IGBTs. MUP The hole mobility, MUP, has positive slopes that decrease in magnitude for increasing collector-emitter voltages. Again, this appears to have a current threshold of approximately 300 A, beyond which the current dependence decreases. Because hole mobility is much less than electron 68 1.60E-07 1.40E-07 1.20E-07 2 CGS (F/cm ) 1.00E-07 8.00E-08 6.00E-08 4.00E-08 2.00E-08 0.00E+00 0 100 200 300 400 500 600 700 800 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (a) 4.00E-08 3.50E-08 3.00E-08 2 CGS (F/cm ) 2.50E-08 2.00E-08 1.50E-08 1.00E-08 5.00E-09 0.00E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A (b) Figure 4.17: Combined CGS values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage 69 1.60E-07 1.40E-07 1.20E-07 CGS (F/cm2) 1.00E-07 8.00E-08 6.00E-08 4.00E-08 2.00E-08 0.00E+00 0 50 100 150 200 250 300 350 400 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV 2000 2500 (a) 1.2000E-07 1.0000E-07 CGS (F/cm2) 8.0000E-08 6.0000E-08 4.0000E-08 2.0000E-08 0.0000E+00 0 500 1000 1500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A (b) Figure 4.18: CGS values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage 70 1.20E+05 1.00E+05 2 MUP (cm /(V*s)) 8.00E+04 6.00E+04 4.00E+04 2.00E+04 0.00E+00 0 100 200 300 400 500 600 700 800 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (a) 8.00E+04 7.00E+04 5.00E+04 2 MUP (cm /(V*s)) 6.00E+04 4.00E+04 3.00E+04 2.00E+04 1.00E+04 0.00E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A (b) Figure 4.19: Combined MUP values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage 71 3.00E+04 2.50E+04 2 MUP (cm /(V*s)) 2.00E+04 1.50E+04 1.00E+04 5.00E+03 0.00E+00 0 50 100 150 200 250 300 350 400 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (a) 3.0000E+04 2.5000E+04 2 MUP (cm /(V*s)) 2.0000E+04 1.5000E+04 1.0000E+04 5.0000E+03 0.0000E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A (b) Figure 4.20: MUP values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage 72 mobility, it is possible that current saturation affects MUP less than MUN. However, there is still a current dependence for the Powerex IGBT. Despite the dependence for the Powerex IGBT, the IXYS IGBT only had statistical significance for the 1 kV and 3.5 kV data sets as shown in Table 4.7. This discrepancy is likely due to the decreased sample size for the IXYS IGBT, since only one IXYS IGBT was tested. Unlike MUN for both types of IGBTs, the two data sets for MUP on the plots versus collector-emitter voltage have different polarity slopes. Additionally, the IXYS and Powerex plots versus voltage have reversed slopes for the data sets. This may be due to compensation for some other parameter during the least squares curve fitting process. It is also possible that the different manufacturer’s dyes affect this parameter differently. COXD The gate-drain oxide capacitance, COXD, has results similar to that of MUN. There is a positively sloped collector current dependence and a negatively sloped collector-emitter voltage dependence as shown in Figure 4.21 and Figure 4.22. Similar to MUN, there is a seemingly exponential increase in COXD at high currents. However, despite the similarities between the COXD and MUN plots, it is likely the increase in AGD that causes the increase in COXD. COXD refers to basically the same overlapping area as AGD. Therefore, the increase in area would directly correlate to an increase in capacitance from C=εA/d. Similar to CGS, COXD decreases in magnitude 73 2.00E-01 2 COXD (F/cm ) 1.50E-01 1.00E-01 5.00E-02 0.00E+00 0 100 200 300 400 500 600 700 800 700 800 -5.00E-02 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (a) 3.00E-02 2 COXD (F/cm ) 2.50E-02 2.00E-02 1.50E-02 1.00E-02 5.00E-03 0.00E+00 0 100 200 300 400 500 600 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (b) Figure 4.21: Combined COXD values for three different Powerex QIS4506001 IGBTs versus collector current showing (a) all values (b) zoomed into smaller values 74 2.50E-02 COXD (F/cm2) 2.00E-02 1.50E-02 1.00E-02 5.00E-03 0.00E+00 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Ic=333 A Figure 4.22: Combined COXD values for three different Powerex QIS4506001 IGBTs versus collector-emitter voltage 75 70 60 50 2 COXD (F/cm ) 40 30 20 10 0 0 50 100 150 200 250 300 350 400 -10 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV 200 250 (a) 3.00E+00 2.50E+00 2 COXD (F/cm ) 2.00E+00 1.50E+00 1.00E+00 5.00E-01 0.00E+00 0 50 100 150 300 350 400 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (b) Figure 4.23: COXD values for an IXYS IXEL40N400 IGBT versus collector current showing (a) all values (b) zoomed into smaller values 76 2.5 COXD (F/cm2) 2 1.5 1 0.5 0 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222 A Figure 4.24: voltage Ic=333 A COXD values for an IXYS IXEL40N400 IGBT versus collector-emitter 77 for increasing collector emitter voltage. This would also be due to a decrease in voltage for approximately the same amount of charge. By C=Q/V, the capacitance should decrease for increasing voltage. The IXYS results can be seen in Figure 4.23 and Figure 4.24. KPsat = Zµ ni COXD (VG − VTH ) LCH Equation 4.5 [64] KP The results for the MOS transconductance, KP, show a strong current dependence throughout the test matrix. This can be seen in the linear regression tables, as well as, Figure 4.25. The current dependence shown in Figure 4.25a for the Powerex IGBT and Figure 4.26a for the IXYS IGBT corresponds to relationship between COXD and KP shown in Equation 4.5, where KPsat is the MOS transconductance in current saturation mode, Z is the channel width orthogonal to the cross section, µni is the inversion layer electron mobility, VG is the gate voltage, VTH is the threshold voltage, and LCH is the channel length [64]. Figure 4.25b and Figure 4.26b show plots of KP versus collector-emitter voltage for the Powerex and IXYS IGBTs, respectively. Despite the correlation between KP and COXD, the plots for KP versus voltage do not correspond to those for COXD. According to Equation 4.5, this discrepancy would be associated with changing channel length or 78 width when the voltage is held constant. Although, these variables would also change for increasing current, COXD must dominate when the collectoremitter voltage is held constant and the collector current is increased. 79 50 45 40 35 2 KP (A/V ) 30 25 20 15 10 5 0 0 100 200 300 400 500 600 700 800 Collector Current (A) Vce=1kV Vce=2kV Vce=3kV Vce=3.5kV (a) 25 20 2 KP (A/V ) 15 10 5 0 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222A Ic=333 A (b) Figure 4.25: Combined KP values for three different Powerex QIS4506001 IGBTs versus (a) collector current (b) collector-emitter voltage 80 40 35 30 2 KP (A/V ) 25 20 15 10 5 0 0 50 100 150 200 250 300 350 400 Collector Current (A) Vce=1 kV Vce=2 kV Vce=3 kV Vce=3.5 kV (a) 30 25 2 KP (A/V ) 20 15 10 5 0 0 500 1000 1500 2000 2500 3000 3500 Collector-Emitter Voltage (V) Ic=222A Ic=333 A (b) Figure 4.26: KP values for an IXYS IXEL40N400 IGBT versus (a) collector current (b) collector-emitter voltage 81 5. Conclusions At the University of Missouri, a test stand was constructed for measuring the performance of two different manufacturer’s IGBTs under pulsed-power conditions. These data were used to determine the modeling input parameters for the Oziemkiewicz implementation of the Hefner IGBT model under varied pulsed input voltages and currents. This was done in an attempt to extend the Oziemkiewicz implementation utilized in some common circuit simulation software packages, such as Micro-Cap 9, beyond the typical voltage and current levels into the pulsed-power regime [36]. The Powerex QIS4506001 and IXYS IXEL40N400 IGBTs were the devices being tested. Each IGBT was tested according to a test matrix that involved collector-emitter voltages up to 3.5 kV with resistive loads as low as 3 Ω. All tests performed had 10 µs pulsewidth and an approximately 24 V 82 gate-emitter voltage. Although loads as small as 3 Ω were tested for each IGBT, all of the tested IGBTs reached their saturation current levels before the anticipated maximums were reached. Both models of IGBTs should have reached theoretical collector currents of approximately 1.17 kA, but both models reached saturation collector currents well below this level. The Powerex IGBT reached a maximum collector current at approximately 700 A, while the IXYS IGBT reached its maximum collector current at approximately 350 A. This is likely due to the different current saturation levels in each of the devices. Overall, the Powerex IGBT performed better for the higher currents required in the pulsed power regime for the 24 V gate signal that was applied. A least-squares curve fitting algorithm was implemented to determine the modeling input parameters from the experimental data. Although fitting all seventeen of the modeling parameters took an impractically long time, a limited set of parameters were fit while holding the remaining parameters constant. The parameters that were fit using the least-squares curve fitting algorithm were the gate-drain overlap area (AGD), electron and hole mobilities (MUN and MUP), gate-source capacitance per unit area (CGS), gate-oxide drain capacitance (COXD), and MOS transconductance (KP). This decrease in simulation size led to more practical simulation times with the tradeoff of having some points of the test matrix that could not be fit as well as others. Once the parameters were determined for all points of the test matrix, a linear regression analysis was performed on the data. This allowed 83 for the determination of whether or not the parameters remained constant throughout the test range. Using the linear regression analysis on the determined parameters, it was found that all of the parameters had a non-zero slope when plotted versus collector current. Additionally, most of the parameters that were fit also have a non-zero slope with respect to collector-emitter voltage. This shows that the existing modeling input parameters cannot be held constant throughout the pulsed-power regime. cannot be used for IGBT modeling Although constant nominal values parameters under pulsed-power conditions, it is still possible to utilize the existing model to simulate these devices. This was shown in the previous chapter by comparing the simulated waveforms for the collector-emitter voltage, collector current, and gateemitter voltage with the measured waveforms. By utilizing plots of the parameters versus collector current and collector-emitter voltage similar to those found in this thesis, it would be possible to interpolate approximate parameter values for the conditions being modeled. It has been shown that the existing model in Micro-Cap 9 and other similar circuit simulation software packages can be utilized to simulate power IGBTs under pulsed-power conditions. Despite having to empirically determine the parameters necessary to model these devices, adequate simulations can be performed for future designs utilizing the IGBT. However, this thesis has shown that modifications will have to be made to the 84 Oziemkiewicz implementation of the Hefner IGBT model if simulations are to be performed using constant input parameters in the pulsed-power regime. 85 6. Future Work Although this thesis has shown valuable insight into the modeling of IGBTs under pulsed-power conditions, there is still more work that would be beneficial for accurately modeling these devices. The foremost problems that must be addressed are the mathematical relationships for the Oziemkiewicz implementation. Although Oziemkiewicz’s implementation of the Hefner model works well for modeling IGBTs for more common low-voltage, lowcurrent switching applications, there are current and voltage dependences that are unaccounted for in his implementation. As discussed in Chapter 4, the effects of current crowding at the gate of these devices plays a role until the device reaches its saturation current. The collector current reaching its saturation level for the given gate signal also played an important role at 86 higher currents. The mathematical incorporation of these effects into the model would be an excellent beginning for looking into the discrepancies of the model for normal operating conditions compared to pulsed-power conditions. The lack of fitness for the gate-emitter voltage waveforms indicates that additional analysis needs to be performed on the gate of the device in the model. Additional gate inductances or shunt capacitances may be necessary to better model the effects at the turn-off of the devices. Curve fitting using the existing model with varying damping resistances at the gate would determine the effects of damping at the gate and the omitted diode in the gate circuitry utilized for simulating in this thesis. Testing with the IXYS 19N250A would show the difference between the existing IGBT model input parameters in Micro-Cap 9 and the determined pulsed power parameters. Additionally, it would be interesting to look into the effects additional variables in the IGBT test stand. Some of these variables would include the gate-emitter voltage magnitude, gate-emitter voltage waveform shape, operating temperature, and operating frequency. The effects of the gate- emitter voltage magnitude and waveform shape would have significant effects for the turn-on and turn-off of the device. Testing different gate voltages to look at varying saturation current levels would provide insight as to the effects due to current saturation. The operating temperature would be appropriate for looking at the robustness of these devices under such pulsedpower operating conditions. Also, the operating temperature could give 87 insight as the maximum operational collector current that can be pushed through the device. For power modulator systems, the switches must be repetitively pulsed open and closed under voltages and currents that are typically beyond the manufacturers suggested ratings. Therefore, the maximum operating frequency under these conditions would be a beneficial piece of information for power modulator system designers. 88 A. Least Squares Curve Fitting MATLAB Code clear; close; clc; %%%% simulation parameters %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% total_simulations=1; generations_to_simulate=20; %50 end_fitness=1e4; %kunits number_of_bugs=250; %400 show_figure=2; %0->nofigure,1->very small figure, 2->full screen figure parameter_variation=0.1; %fraction allowed variability in the parameters number_of_shots=1; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%% %%%% swarm behavior parameters. Probably don't mess with. accel_constant_1=3; %between 0 and 4. This is associated with personal best. Global is (4 - this number). %3 was better then 1. inertia=0.5; %less than 1. big=explore, small=smooth (0.5>0.8>0.2) number_of_elements=11; %parameters being varied total_elements=20; %total IGBT parameters and stray L's %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%% best_bugs=zeros(total_simulations,number_of_elements); best_bugs_fitness=zeros(1,total_simulations); shot_location='C:\Jim\'; estimated_charge_voltage=estimated_charge_voltage*1e3; %convert to equiv. total estimated charge simulation_number=1; k=1; temp0={'fitness' 'AGD' 'MUN' 'VT' 'CGS' 'MUP' 'TAU' 'COXD' 'KP' 'NB' 'THETA' 'RL' 'BVN' 'JSNE' 'AREA' 'KF' 'VTD' 'BVF' 'WB' 'Lstray1' 'Lstray2'}; while simulation_number<total_simulations+1 [global_best_position,global_best_position_constants,global_best_ 89 fitness1,global_best_shot_fitness]=calibration_script(simulation_ number, generations_to_simulate,number_of_bugs,accel_constant_1,inertia,n umber_of_elements,shot_location,training_data_offset,show_figure, estimated_charge_voltage,parameter_variation,end_fitness,training _shot); l=1; while l<number_of_shots+1 global_best_fitness(l,1)=global_best_fitness1; l=l+1; end temp1=[global_best_shot_fitness,global_best_position,global_best_ position_constants]; temp2(simulation_number+(k1)*number_of_shots:simulation_number+k*number_of_shots1,:)=temp1; w=1; while w<22 temp3(simulation_number+(k1)*number_of_shots:simulation_number+k*number_of_shots1,w)=cellstr(num2str(temp2(simulation_number+(k1)*number_of_shots:simulation_number+k*number_of_shots-1,w))); w=w+1; end temp=[temp0;temp3]; xlswrite('C:\Jim\sim20bestbugs.tab', temp) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% simulation_number=simulation_number+1; k=k+1; end; 90 function [global_best_position,global_best_position_constants,global_best_ fitness,global_best_shot_fitness]=calibration_script(simulation_n umber, generations_to_simulate,number_of_bugs,accel_constant_1,inertia,n umber_of_elements,shot_location,training_data_offset,show_figure, estimated_charge_voltage,parameter_variation,end_fitness,training _shot) %%%%%%%% CONTROL VARIABLES %%%%%%%% samplerate=24.999e-6/2500; %sample rate for simulations simend=24.999e-6; %when do the simulations stop? training_simend=24.999e-6; train_on_Vce=1; %0-no, 1-yes train_on_Vge=1; train_on_Ic=1; training_weight=[1 100 100]; %weight to put on [Vce Ic Vge]; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% temp=size(training_shot); number_of_shots=1; shot_number=1; time_delay=2.72e-6; V_charge=3e3; %%%%%%%% SET LIMITS FOR CIRCUIT ELEMENT VALUES %%%%%%%% % As with the bug_position and bug_velocity vectors, the columns in the element_limits matrix are the % elements in the circuit model. The order and size is the same in all three matrixes. The (2) rows in % the element_limits matrix are: 1- the upper limit of the individual element value % 2- the lower limit of the individual element value element_limits=zeros(2*number_of_shots,number_of_elements); %initialize the matrix while shot_number<number_of_shots+1 AREA = 3.5e-5; guess=1.85e-5; %AGD 1 element_limits(shot_number*2-1,1)= AREA; %upper limit of 1st element element_limits(shot_number*2,1)= guess*(1.0parameter_variation); %lower limit of 1st element guess=1.44e8; %MUN 2 91 element_limits(shot_number*2-1,2)= guess*(1+parameter_variation); %upper limit of 2nd element element_limits(shot_number*2,2)= guess*(1parameter_variation); %lower limit of 2nd element guess=12;%VT 3 element_limits(shot_number*2-1,3)= 12; %upper limit of 3rd element element_limits(shot_number*2,3)= 12; %lower limit of 3rd element guess=6.54e-8; %CGS 4 element_limits(shot_number*2-1,4)= guess*(1+parameter_variation); %upper limit of 4th element element_limits(shot_number*2,4)= guess*(1parameter_variation); %lower limit of 4th element guess=9.14e3; %MUP 5 element_limits(shot_number*2-1,5)= guess*(1+parameter_variation); %upper limit of 5th element element_limits(shot_number*2,5)= guess*(1parameter_variation); %lower limit of 5th element guess=2.0e-5; %TAU 6 element_limits(shot_number*2-1,6)= 2e-5; %upper limit of 6th element element_limits(shot_number*2,6)= 2e-5; %lower limit of 6th element guess=8.91e-2;%COXD 7 element_limits(shot_number*2-1,7)= guess*(1+parameter_variation); %upper limit of 7th element element_limits(shot_number*2,7)= guess*(1parameter_variation); %lower limit of 7th element guess=27.02;%KP 8 element_limits(shot_number*2-1,8)= guess*(1+parameter_variation); %upper limit of 8th element element_limits(shot_number*2,8)= guess*(1parameter_variation); %lower limit of 8th element guess=2e15;%NB 9 element_limits(shot_number*2-1,9)= 2e15; %upper limit of 9th element element_limits(shot_number*2,9)= 2e15; %lower limit of 9th element guess=0.5;%Theta 10 92 element_limits(shot_number*2-1,10)= 0.5; %upper limit of 11th element element_limits(shot_number*2,10)= 0.5; %lower limit of 11th element guess=9.0; %Rload 11 element_limits(shot_number*2-1,11)= guess+0.1*guess; %upper limit of 12th element element_limits(shot_number*2,11)= guess-0.1*guess; %lower limit of 12th element %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% shot_number=shot_number+1; end %%%%%%%% USED BY PROGRAM %%%%%%%% % Variable initialization accel_constant_2=4-accel_constant_1; bug_num=1; global_best_position = zeros(number_of_shots,number_of_elements); global_best_fitness = 1e30; shot_fitness = zeros(number_of_shots,1); global_best_shot_fitness = zeros(number_of_shots,1); personal_best_position = zeros(number_of_bugs*number_of_shots,number_of_elements); personal_best_fitness(number_of_bugs,1) = 10e30; personal_best_fitness(:,1) = 10e30; bug_fitness(number_of_bugs,1) = 10e30; xaxis=[samplerate:samplerate:simend]; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Initialize the position and velocity for the bugs. The velocity is zero and initialize_bugs takes care of the position. bug_position = zeros(number_of_bugs*number_of_shots,number_of_elements); bug_position = initialize_bugs(number_of_bugs,number_of_shots,element_limits); bug_velocity = zeros(number_of_bugs*number_of_shots,number_of_elements); %%%%%%%%%%%%%%%%%%%%%%%%%%% % %%%%% GET TEST DATA %%%%%%%% shot_number=1; training_data_saved=zeros(floor(training_simend/samplerate),numbe r_of_shots*4); size(training_data_saved); training_data_saved_temp1=xlsread('C:\Jim\shot7\1'); training_data_saved_temp2=xlsread('C:\Jim\shot7\2'); 93 training_data_saved_temp3=xlsread('C:\Jim\shot7\3'); training_data_saved_temp4=xlsread('C:\Jim\shot7\4'); training_data_saved_temp5=xlsread('C:\Jim\shot7\5'); training_data_saved_temp6=xlsread('C:\Jim\shot7\6'); training_data_saved_temp7=xlsread('C:\Jim\shot7\7'); training_data_saved_temp8=xlsread('C:\Jim\shot7\8'); training_data_saved_temp9=xlsread('C:\Jim\shot7\9'); training_data_saved_temp10=xlsread('C:\Jim\shot7\10'); while shot_number<number_of_shots+1 if shot_number==1 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp1(:,n); n=n+1; end end if shot_number==2 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp2(:,n); n=n+1; end end if shot_number==3 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp3(:,n); n=n+1; end end if shot_number==4 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp4(:,n); n=n+1; end end if shot_number==5 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp5(:,n); n=n+1; end end if shot_number==6 n=1; 94 while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp6(:,n); n=n+1; end end if shot_number==7 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp7(:,n); n=n+1; end end if shot_number==8 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp8(:,n); n=n+1; end end if shot_number==9 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp9(:,n); n=n+1; end end if shot_number==10 n=1; while n<5 training_data_saved(:,n+4*(shot_number1))=training_data_saved_temp10(:,n); n=n+1; end end shot_number=shot_number+1; end %%%%%%%%%initialize all paramters being held constant%%%%%%%%%%%%%%%%%% num_constants=9; bug_position1 = zeros(number_of_bugs*number_of_shots,num_constants); x=1; while x < number_of_bugs*number_of_shots+1 95 bug_position1(x,1)=25; %BVN bug_position1(x,2)=4e-11; %JSNE bug_position1(x,3)=3.5e-5; %AREA bug_position1(x,4)=300; %KF bug_position1(x,5)=22; %VTD bug_position1(x,6)=4.5e4; %BVF bug_position1(x,7)=5e-4; %WB bug_position1(x,8)=4e-7; %Lstray1 bug_position1(x,9)=2.5e-6; %Lstray2 x=x+1; end % repeat for all generations generation=1; while (generation<generations_to_simulate+1) & (global_best_fitness > end_fitness) %%%%%%write all netlist files%%%%%%%%% shot_number=1; while shot_number < number_of_shots+1 bug_num=1; while bug_num < number_of_bugs+1 write_netlist(bug_position,bug_position1,bug_num,samplerate,simen d,number_of_bugs,shot_number,time_delay,V_charge); bug_num=bug_num+1; end shot_number=shot_number+1; end %%%%%%%simulate all netlists in batch file%%%%%%%%%%%%%%%%%%%%%%%%%% test_bat(number_of_bugs*number_of_shots); %write batch file with all netlist names system('mc9 @test.bat'); %run bugs in Micro-Cap %compare results for each bug bug_num=1; while bug_num<number_of_bugs+1 bug_fitness=0; shot_number=1; shot_fitness = zeros(number_of_shots,1); while shot_number<number_of_shots+1 file_name = sprintf('C:\\Jim\\bug_files\\test%03d.TNO', bug_num + number_of_bugs*(shot_number-1)); if exist(file_name)==0 swarm_data = ones(2500,4)*-5e9; 96 bad = 1 else swarm_data = load('-ascii', file_name); delete(file_name); end if train_on_Vce==1 bug_fitness = bug_fitness+sum((swarm_data(:,2)training_data_saved(:,2+(shot_number1)*4)).^2)*training_weight(1); shot_fitness(shot_number,1) = shot_fitness(shot_number,1) + sum((swarm_data(:,2)training_data_saved(:,2+(shot_number1)*4)).^2)*training_weight(1); end if train_on_Vge==1 bug_fitness = bug_fitness+sum((swarm_data(:,3)training_data_saved(:,3+(shot_number1)*4)).^2)*training_weight(2); shot_fitness(shot_number,1) = shot_fitness(shot_number,1) + sum((swarm_data(:,2)training_data_saved(:,2+(shot_number1)*4)).^2)*training_weight(1); end if train_on_Ic==1 bug_fitness = bug_fitness+sum((swarm_data(:,4)training_data_saved(:,4+(shot_number1)*4)).^2)*training_weight(3); shot_fitness(shot_number,1) = shot_fitness(shot_number,1) + sum((swarm_data(:,2)training_data_saved(:,2+(shot_number1)*4)).^2)*training_weight(1); end shot_number=shot_number+1; end %is it a personal best? if bug_fitness< personal_best_fitness(bug_num,1) personal_best_fitness(bug_num,1)=bug_fitness; shot_number=1; while shot_number<number_of_shots+1 personal_best_position(bug_num + number_of_bugs*(shot_number-1),:)=bug_position(bug_num + number_of_bugs*(shot_number-1),:); shot_number=shot_number+1; end end; 97 %is it a global best? if bug_fitness < global_best_fitness global_best_fitness=bug_fitness; shot_number=1; while shot_number<number_of_shots+1 global_best_position(shot_number,:)=bug_position(bug_num+number_o f_bugs*(shot_number-1),:); global_best_position_constants(shot_number,:)=bug_position1(bug_n um+number_of_bugs*(shot_number-1),:); global_best_shot_fitness = shot_fitness; shot_number=shot_number+1; end end %the "two equations" for swarm optimization. update velocity and position shot_number=1; while shot_number < number_of_shots+1 bug_velocity(bug_num+number_of_bugs*(shot_number1),:)= bug_velocity(bug_num+number_of_bugs*(shot_number1),:)*inertia + rand(1)*accel_constant_1*(personal_best_position(bug_num+number_o f_bugs*(shot_number-1),:)bug_position(bug_num+number_of_bugs*(shot_number-1),:)) + rand(1)*accel_constant_2*(global_best_position(shot_number,:)bug_position(bug_num+number_of_bugs*(shot_number-1),:)); bug_velocity(bug_num+number_of_bugs*(shot_number1),:)= constrain_velocity(bug_velocity,element_limits,bug_num,shot_numbe r,number_of_bugs); shot_number=shot_number+1; end shot_number=1; while shot_number < number_of_shots+1 bug_position(bug_num+number_of_bugs*(shot_number1),:)= bug_position(bug_num+number_of_bugs*(shot_number-1),:) + bug_velocity(bug_num+number_of_bugs*(shot_number-1),:); [bug_position(bug_num+number_of_bugs*(shot_number1),:),element_limits]= constrain_position(bug_position,element_limits,bug_num,shot_numbe r,number_of_bugs); shot_number=shot_number+1; end %output to screen simulation_number generation bug_num 98 global_best_fitness bug_num=bug_num+1; end; close all; shot_number=1; while shot_number<number_of_shots+1 %Offset and get training data %%%% training_data_saved_temp=zeros(floor(training_simend/samplerate), 4); n=1; while n<5 % training_data_saved_temp(:,n)=training_data_saved(:,n+4*(shot_num ber-1)); training_data(:,n)=training_data_saved(:,n+4*(shot_number-1)); n=n+1; end % training_data=offset_training_data(training_data_saved_temp,globa l_best_position,shot_number,simend,samplerate,1,number_of_bugs); %%%%%%%%%%%%%%%%%%%%%%%%%% swarm_data1 = simulation(global_best_position,global_best_position_constants,1, samplerate,simend,1,shot_number,time_delay,V_charge); if show_figure==0 else % Output best swarm solution so far and compare to the training data figure; temp=get(0,'ScreenSize'); if show_figure==1 set(gcf,'Position',[1 1 10 10]) else set(gcf,'Position',[10 10 temp(3)*.8 temp(4)*.8]) end if train_on_Vce==1 subplot(2,2,1) plot(swarm_data1(:,1)*1e6,swarm_data1(:,2),'b') 99 hold on; grid on; plot(training_data(:,1)*1e6,training_data(:,2),'r') legend('swarm solution','Raw Probe Data') xlabel('Time(us)') ylabel('Voltage(V)') title('Vce') axis([0 simend*1e6 0.9*min(training_data(:,2)) 1.1*max(training_data(:,2))]) end if train_on_Vge==1 subplot(2,2,2) plot(swarm_data1(:,1)*1e6,swarm_data1(:,3),'b') hold on; grid on; plot(training_data(:,1)*1e6,training_data(:,3),'r') legend('swarm solution','Raw Probe Data') xlabel('Time(us)') ylabel('Voltage(V)') title('Vge') axis([0 simend*1e6 0.9*min(training_data(:,3)) 1.1*max(training_data(:,3))]) end; if train_on_Ic==1 subplot(2,2,3) plot(swarm_data1(:,1)*1e6,swarm_data1(:,4),'b') hold on; grid on; plot(training_data(:,1)*1e6,training_data(:,4),'r') legend('swarm solution','Raw Probe Data') xlabel('Time(us)') ylabel('Current(A)') title('Ic') axis([0 simend*1e6 0.9*min(training_data(:,4)) 1.1*max(training_data(:,4))]) text(0,max(training_data(:,4))/7,strcat(mat2str(global_best_shot_fitness (shot_number,1)/1e8,4), ' e8')) text(0,max(training_data(:,4))/4,mat2str(global_best_position(shot_numbe r,:),3)) end; pause(1); %pause for a second end 100 save(strcat('C:\Jim\training',num2str(shot_number),'.tab'),'train ing_data','-tabs','-ascii'); save(strcat('C:\Jim\swarm',num2str(shot_number),'.tab'),'swarm_da ta1','-tabs','-ascii'); shot_number=shot_number+1; end generation; generation=generation+1; end; 101 function bug_position = initialize_bugs(number_of_bugs,number_of_shots,element_limits) % This function initializes the bug positions. The method we chose is to randomly % choose values between the predefined limits. The returned vector is the initialized % positions. temp=size(element_limits); number_of_elements=temp(2); bug_position(number_of_bugs*number_of_shots,number_of_elements)=0 ; bug_position2(number_of_bugs*number_of_shots,number_of_elements)= 0; VT = [12 12 12 12]; %added TAU = [2e-5 2e-5 2e-5 2e-5]; %added NB = [2e15 2e15 2e15 2e15]; %added THETA = [0.5 0.5 0.5 0.5]; %added shot_number=1; while shot_number<number_of_shots+1 bug_num=1; while bug_num<number_of_bugs+1 %Do for every element in the row n=1; while n < number_of_elements+1 bug_position2(bug_num +(shot_number1)*number_of_bugs,n)=unifrnd(element_limits(shot_number*2,n),elem ent_limits(shot_number*2-1,n)); n=n+1; end; n=1; bug_position2(bug_num +(shot_number1)*number_of_bugs,n)=unifrnd(element_limits(shot_number*2,n),bug_ position2(bug_num,6)); n=3; %added random_num=randi([1 4],1,1,'double'); %added bug_position2(bug_num +(shot_number1)*number_of_bugs,n)= VT(1, random_num); %added n=6; %added random_num=randi([1 4],1,1,'double'); %added bug_position2(bug_num +(shot_number1)*number_of_bugs,n)= TAU(1, random_num); %added n=9; %added random_num=randi([1 4],1,1,'double'); 102 %added bug_position2(bug_num +(shot_number1)*number_of_bugs,n)= NB(1, random_num); %added n=10; %added random_num=randi([1 4],1,1,'double'); %added bug_position2(bug_num +(shot_number1)*number_of_bugs,n)= THETA(1, random_num); %added bug_num=bug_num+1; end; shot_number=shot_number+1; end bug_position=bug_position2; 103 function [temp1,new_element_limits]=constrain_position(bug_position,elemen t_limits,bug_num,shot_number,number_of_bugs) temp=size(element_limits); number_of_elements=temp(2); element_num=1; while element_num <number_of_elements+1 if bug_position(bug_num+number_of_bugs*(shot_number1),element_num)>element_limits(shot_number*2-1,element_num) bug_position(bug_num+number_of_bugs*(shot_number1),element_num)=element_limits(shot_number*2-1,element_num); end; if bug_position(bug_num+number_of_bugs*(shot_number1),element_num)<element_limits(shot_number*2,element_num) bug_position(bug_num+number_of_bugs*(shot_number1),element_num)=element_limits(shot_number*2,element_num); end; element_num=element_num+1; end; element_limits(shot_number*2-1,1)= bug_position(bug_num+number_of_bugs*(shot_number-1),6); upper limit of AGD to AREA new_element_limits = element_limits; %set if bug_position(bug_num+number_of_bugs*(shot_number1),1)>element_limits(shot_number*2-1,1) bug_position(bug_num+number_of_bugs*(shot_number1),1)=element_limits(shot_number*2-1,1); end; temp1=bug_position(bug_num+number_of_bugs*(shot_number-1),:); 104 function temp1=constrain_velocity(bug_velocity,element_limits,bug_num,shot _number,number_of_bugs) temp=size(element_limits); number_of_elements=temp(2); element_num=1; while element_num <number_of_elements + 1 lowerl=element_limits(shot_number*2,element_num); upperl=element_limits(shot_number*2-1,element_num); if bug_velocity(bug_num+number_of_bugs*(shot_number1),element_num)>lowerl*10^(log10(upperl/lowerl)/3) bug_velocity(bug_num+number_of_bugs*(shot_number1),element_num)=lowerl*10^(log10(upperl/lowerl)/3); end; if bug_velocity(bug_num+number_of_bugs*(shot_number1),element_num)<-lowerl*10^(log10(upperl/lowerl)/3) bug_velocity(bug_num+number_of_bugs*(shot_number1),element_num)=-lowerl*10^(log10(upperl/lowerl)/3); end; element_num=element_num+1; end; temp1=bug_velocity(bug_num+number_of_bugs*(shot_number-1),:); 105 function sim_data = write_netlist(bug_position,bug_position1,bug_num,samplerate,simen d,number_of_bugs,shot_number,time_delay,V_charge) file_name=sprintf('c:\\Jim\\bug_files\\test%03d.ckt', bug_num + number_of_bugs*(shot_number-1)); fid=fopen(file_name,'w'); fprintf(fid,'Test circuit'); fprintf(fid,'\r\n'); %%%%%%%%%% IGBT Test Circuit %%%%%%%%%%%% fprintf(fid, 'C1 Vin 0 %18.18f IC=%18.18f', 30e-6, V_charge); fprintf(fid, '\r\n'); fprintf(fid, 'C2 6 Ve %18.18f', 11.75e-9); fprintf(fid, '\r\n'); fprintf(fid, 'D1 4 Vin $GENERIC'); fprintf(fid, '\r\n'); fprintf(fid, 'D2 Vc 6 $GENERIC'); fprintf(fid, '\r\n'); fprintf(fid, 'D3 Ve Vc $GENERIC'); fprintf(fid, '\r\n'); fprintf(fid, 'L1 8 Vg %18.18f', bug_position1(bug_num + number_of_bugs*(shot_number-1),9)); fprintf(fid, '\r\n'); fprintf(fid, 'L2 VL- Vc %18.18f', bug_position1(bug_num + number_of_bugs*(shot_number-1),8)); fprintf(fid, '\r\n'); fprintf(fid, 'RL Vin VL- %18.18f', bug_position(bug_num + number_of_bugs*(shot_number-1),11)); fprintf(fid, '\r\n'); fprintf(fid, 'Rsnub 6 Vc %18.18f', 1e3); fprintf(fid, '\r\n'); fprintf(fid, 'Rfback 0 Ve %18.18f', 2e-3); fprintf(fid, '\r\n'); fprintf(fid, 'Rbleed 0 Vin %18.18f', 200e6); fprintf(fid, '\r\n'); fprintf(fid, 'Rg 3 8 %18.18f', 50); fprintf(fid, '\r\n'); fprintf(fid, 'V1 3 0 DC %18.18f AC %18.18f %18.18f PULSE %18.18f %18.18f %18.18f %18.18f %18.18f %18.18f %18.18f', 0, 0, 0, 0, 25, time_delay, 10e-9, 10e-9, 10e-6, 50e-6); fprintf(fid, '\r\n'); fprintf(fid, 'V2 4 0 DC %18.18f AC %18.18f %18.18f', V_charge, 1, 0); fprintf(fid, '\r\n'); fprintf(fid, 'Z1 Vc Vg Ve %s', 'JIMTEST'); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); 106 fprintf(fid, '.MODEL $GENERIC D (AF=%18.18f BV=%18.18f CJO=%18.18f EG=%18.18f FC=%18.18f IBV=%18.18f IBVL=%18.18f', 1, 5400, 2.5e-12, 1.11, 500e-3, 100e-12, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ IKF=%18.18f IS=%18.18f ISR=%18.18f KF=%18.18f M=%18.18f N=%18.18f NBV=%18.18f NBVL=%18.18f NR=%18.18f RS=%18.18f TBV1=%18.18f TBV2=%18.18f', 0, 8e-9, 0, 0, 10e-3, 2, 1, 1, 2, 400e-3, 0, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ TIKF=%18.18f TRS1=%18.18f TRS2=%18.18f TT=%18.18f VJ=%18.18f XTI=%18.18f)', 0, 0, 0, 1e-9, 700e-3, 3); fprintf(fid, '\r\n'); fprintf(fid, '.MODEL JIMTEST NIGBT (AGD=%18.18f AREA=%18.18f BVF=%18.18f BVN=%18.18f CGS=%18.18f', bug_position(bug_num + number_of_bugs*(shot_number-1),1), bug_position1(bug_num + number_of_bugs*(shot_number-1),3), bug_position1(bug_num + number_of_bugs*(shot_number-1),6), bug_position1(bug_num + number_of_bugs*(shot_number-1),1), bug_position(bug_num + number_of_bugs*(shot_number-1),4)); fprintf(fid, '\r\n'); fprintf(fid, '+ COXD=%18.18f JSNE=%18.18f KF=%18.18f KP=%18.18f MUN=%18.18f MUP=%18.18f NB=%18.18f', bug_position(bug_num + number_of_bugs*(shot_number-1),7), bug_position1(bug_num + number_of_bugs*(shot_number-1),2), bug_position1(bug_num + number_of_bugs*(shot_number-1),4), bug_position(bug_num + number_of_bugs*(shot_number-1),8), bug_position(bug_num + number_of_bugs*(shot_number-1),2), bug_position(bug_num + number_of_bugs*(shot_number-1),5), bug_position(bug_num + number_of_bugs*(shot_number-1),9)); fprintf(fid, '\r\n'); fprintf(fid, '+ TAU=%18.18f THETA=%18.18f VT=%18.18f VTD=-%18.18f WB=%18.18f)', bug_position(bug_num + number_of_bugs*(shot_number1),6), bug_position(bug_num + number_of_bugs*(shot_number-1),10), bug_position(bug_num + number_of_bugs*(shot_number-1),3), bug_position1(bug_num + number_of_bugs*(shot_number-1),5), bug_position1(bug_num + number_of_bugs*(shot_number-1),7)); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.OPTIONS ACCT LIST OPTS ABSTOL=%18.18f CHGTOL=%18.18f DEFL=%18.18f DEFW=%18.18f DEFNRD=%18.18f', 1e-6, 1e-9, 100e-6, 100e-6, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ DEFNRS=%18.18f DEFPD=%18.18f DEFPS=%18.18f DIGDRVF=%18.18f DIGDRVZ=%18.18f DIGERRDEFAULT=%18.18f DIGERRLIMIT=%18.18f', 0, 0, 0, 2, 20e3, 20, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ DIGFREQ=%18.18f DIGINITSTATE=%18.18f DIGIOLVL=%18.18f DIGMNTYMX=%18.18f DIGMNTYSCALE=%18.18f DIGOVRDRV=%18.18f', 10e9, 0, 2, 2, 0.4, 3); fprintf(fid, '\r\n'); 107 fprintf(fid, '+ DIGTYMXSCALE=%18.18f GMIN=%18.18f ITL1=%18.18f ITL2=%18.18f ITL4=%18.18f PIVREL=%18.18f PIVTOL=%18.18f', 1.6, 1e-9, 200, 50, 50, 1e-3, 0.1e-12); fprintf(fid, '\r\n'); fprintf(fid, '+ RELTOL=%18.18f TNOM=%18.18f TRTOL=%18.18f VNTOL=%18.18f WIDTH=%18.18f', 10e-3, 27, 7, 1e-3, 80); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.LIB %s', '"C:\Program Files\Spectrum Software\MC9\library\NOM.LIB"'); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.TEMP %18.18f', 27); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.TRAN %18.18f %18.18f', 25e-6/2500, 24.999e-6); fprintf(fid, '\r\n'); fprintf(fid, '.PRINT TRAN (V([VC])-V([VE])) (V([VG])-V([VE])) I(RL)'); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.PROBE'); fprintf(fid, '\r\n'); fprintf(fid, '.END'); fprintf(fid, '\r\n'); fprintf(fid, '%s', ';$SpiceType=PSPICE'); fprintf(fid, '\r\n'); fclose(fid); %%%%%%%%%%%%%%%%%Troubleshooting%%%%%%%%%%%%%%%%%%%%%%%%% % if bug_position(bug_num,1) <= bug_position(bug_num,6) % system('mc9 @test.bat'); % % else % sim_data = ones(2500,4)*-5e9; % bad = 0 % % end % % % if exist('C:\Jim\test.tno')==0 % sim_data = ones(2500,4)*-5e9; % bad = 1 % if bug_position(bug_num,1) > bug_position(bug_num,6) % agd = 0 % end % else 108 % % % % % % % % % % % % % % % % end % % % sim_data = load('-ascii', 'C:\Jim\test.TNO'); if bug_position(bug_num,1) > bug_position(bug_num,6) agd = 2 end size(sim_data) if size(sim_data) == [2500,4] else sim_data = ones(2500,4)*-5e9; bad = 2 if bug_position(bug_num,1) > bug_position(bug_num,6) agd = 1 end end 109 function batch = test_bat(number_of_bugs_n_shots) fid=fopen('c:\Program Files\Spectrum Software\MC9\test.bat','w'); fprintf(fid,'@noecho'); fprintf(fid,'\r\n'); %%%%%%%%%% Batch File to Run Bugs in Micro-Cap 9 %%%%%%%%%%%% n=1; while n < number_of_bugs_n_shots+1 fprintf(fid, 'c:\\Jim\\bug_files\\test%03d /T /S',n); fprintf(fid, '\r\n'); n = n+1; end fclose(fid); 110 function sim_data = simulation(bug_position,bug_position1,bug_num,samplerate,simend,n umber_of_bugs,shot_number,time_delay,V_charge) file_name=sprintf('c:\\Jim\\test_final.ckt'); fid=fopen(file_name,'w'); fprintf(fid,'Generational Final Test Circuit'); fprintf(fid,'\r\n'); %%%%%%%%%% IGBT Test Circuit %%%%%%%%%%%% fprintf(fid, 'C1 Vin 0 %18.18f IC=%18.18f', 30e-6, V_charge); fprintf(fid, '\r\n'); fprintf(fid, 'C2 6 Ve %18.18f', 11.75e-9); fprintf(fid, '\r\n'); fprintf(fid, 'D1 4 Vin $GENERIC'); fprintf(fid, '\r\n'); fprintf(fid, 'D2 Vc 6 $GENERIC'); fprintf(fid, '\r\n'); fprintf(fid, 'D3 Ve Vc $GENERIC'); fprintf(fid, '\r\n'); fprintf(fid, 'L1 8 Vg %18.18f', bug_position1(bug_num + (shot_number-1),9)); fprintf(fid, '\r\n'); fprintf(fid, 'L2 VL- Vc %18.18f', bug_position1(bug_num + (shot_number-1),8)); fprintf(fid, '\r\n'); fprintf(fid, 'RL Vin VL- %18.18f', bug_position(bug_num + (shot_number-1),11)); fprintf(fid, '\r\n'); fprintf(fid, 'Rsnub 6 Vc %18.18f', 1e3); fprintf(fid, '\r\n'); fprintf(fid, 'Rfback 0 Ve %18.18f', 2e-3); fprintf(fid, '\r\n'); fprintf(fid, 'Rbleed 0 Vin %18.18f', 200e6); fprintf(fid, '\r\n'); fprintf(fid, 'Rg 3 8 %18.18f', 50); fprintf(fid, '\r\n'); fprintf(fid, 'V1 3 0 DC %18.18f AC %18.18f %18.18f PULSE %18.18f %18.18f %18.18f %18.18f %18.18f %18.18f %18.18f', 0, 0, 0, 0, 25, time_delay, 10e-9, 10e-9, 10e-6, 50e-6); fprintf(fid, '\r\n'); fprintf(fid, 'V2 4 0 DC %18.18f AC %18.18f %18.18f', V_charge, 1, 0); fprintf(fid, '\r\n'); fprintf(fid, 'Z1 Vc Vg Ve %s', 'JIMTEST'); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); 111 fprintf(fid, '.MODEL $GENERIC D (AF=%18.18f BV=%18.18f CJO=%18.18f EG=%18.18f FC=%18.18f IBV=%18.18f IBVL=%18.18f', 1, 5400, 2.5e-12, 1.11, 500e-3, 100e-12, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ IKF=%18.18f IS=%18.18f ISR=%18.18f KF=%18.18f M=%18.18f N=%18.18f NBV=%18.18f NBVL=%18.18f NR=%18.18f RS=%18.18f TBV1=%18.18f TBV2=%18.18f', 0, 8e-9, 0, 0, 10e-3, 2, 1, 1, 2, 400e-3, 0, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ TIKF=%18.18f TRS1=%18.18f TRS2=%18.18f TT=%18.18f VJ=%18.18f XTI=%18.18f)', 0, 0, 0, 1e-9, 700e-3, 3); fprintf(fid, '\r\n'); fprintf(fid, '.MODEL JIMTEST NIGBT (AGD=%18.18f AREA=%18.18f BVF=%18.18f BVN=%18.18f CGS=%18.18f', bug_position(bug_num + (shot_number-1),1), bug_position1(bug_num + (shot_number-1),3), bug_position1(bug_num + (shot_number-1),6), bug_position1(bug_num + (shot_number-1),1), bug_position(bug_num + (shot_number-1),4)); fprintf(fid, '\r\n'); fprintf(fid, '+ COXD=%18.18f JSNE=%18.18f KF=%18.18f KP=%18.18f MUN=%18.18f MUP=%18.18f NB=%18.18f', bug_position(bug_num + (shot_number-1),7), bug_position1(bug_num + (shot_number-1),2), bug_position1(bug_num + (shot_number-1),4), bug_position(bug_num + (shot_number-1),8), bug_position(bug_num + (shot_number-1),2), bug_position(bug_num + (shot_number-1),5), bug_position(bug_num + (shot_number-1),9)); fprintf(fid, '\r\n'); fprintf(fid, '+ TAU=%18.18f THETA=%18.18f VT=%18.18f VTD=-%18.18f WB=%18.18f)', bug_position(bug_num + (shot_number-1),6), bug_position(bug_num + (shot_number-1),10), bug_position(bug_num + (shot_number-1),3), bug_position1(bug_num + (shot_number-1),5), bug_position1(bug_num + (shot_number-1),7)); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.OPTIONS ACCT LIST OPTS ABSTOL=%18.18f CHGTOL=%18.18f DEFL=%18.18f DEFW=%18.18f DEFNRD=%18.18f', 1e-6, 1e-9, 100e-6, 100e-6, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ DEFNRS=%18.18f DEFPD=%18.18f DEFPS=%18.18f DIGDRVF=%18.18f DIGDRVZ=%18.18f DIGERRDEFAULT=%18.18f DIGERRLIMIT=%18.18f', 0, 0, 0, 2, 20e3, 20, 0); fprintf(fid, '\r\n'); fprintf(fid, '+ DIGFREQ=%18.18f DIGINITSTATE=%18.18f DIGIOLVL=%18.18f DIGMNTYMX=%18.18f DIGMNTYSCALE=%18.18f DIGOVRDRV=%18.18f', 10e9, 0, 2, 2, 0.4, 3); fprintf(fid, '\r\n'); fprintf(fid, '+ DIGTYMXSCALE=%18.18f GMIN=%18.18f ITL1=%18.18f ITL2=%18.18f ITL4=%18.18f PIVREL=%18.18f PIVTOL=%18.18f', 1.6, 1e-9, 200, 50, 50, 1e-3, 0.1e-12); fprintf(fid, '\r\n'); fprintf(fid, '+ RELTOL=%18.18f TNOM=%18.18f TRTOL=%18.18f VNTOL=%18.18f WIDTH=%18.18f', 10e-3, 27, 7, 1e-3, 80); 112 fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.LIB %s', '"C:\Program Files\Spectrum Software\MC9\library\NOM.LIB"'); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.TEMP %18.18f', 27); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.TRAN %18.18f %18.18f', 25e-6/2500, 24.999e-6); fprintf(fid, '\r\n'); fprintf(fid, '.PRINT TRAN (V([VC])-V([VE])) (V([VG])-V([VE])) I(RL)'); fprintf(fid, '\r\n'); fprintf(fid, '*'); fprintf(fid, '\r\n'); fprintf(fid, '.PROBE'); fprintf(fid, '\r\n'); fprintf(fid, '.END'); fprintf(fid, '\r\n'); fprintf(fid, '%s', ';$SpiceType=PSPICE'); fprintf(fid, '\r\n'); fclose(fid); if bug_position(bug_num + (shot_number-1),1) <= bug_position1(bug_num + (shot_number-1),3) system('mc9 @test_final.bat'); else sim_data = ones(2500,4)*-5e9; bad = 0 end if exist('C:\Jim\test_final.tno')==0 sim_data = ones(2500,4)*-5e9; bad = 1 if bug_position(bug_num + (shot_number-1),1) > bug_position(bug_num + (shot_number-1),6) agd = 0 end else sim_data = load('-ascii', 'C:\Jim\test_final.TNO'); if bug_position(bug_num + (shot_number-1),1) > bug_position(bug_num + (shot_number-1),6) agd = 2 end % size(sim_data) 113 if size(sim_data) == [2500,4] else sim_data = ones(2500,4)*-5e9; bad = 2 if bug_position(bug_num + (shot_number-1),1) > bug_position1(bug_num + (shot_number-1),3) agd = 1 end end end 114 B. IGBT Test Circuit Bill of Materials Table B.1: Bill of materials for IGBT test circuit and gate drive circuit ITEM QTY REF DES 1 15 R1-R15 DESCRIPTION VENDOR WSR Resistors for load Vishay-Dale VALUE 1 PART NO WSR21R000FEA 2 1 Rbleed 2Mohm, 5kV resistor Ohmite 3 2 Rsnub 500ohm, 2kV resistor Riedon 500 NPS 2-T126 500.000 OHM 1% 4 1 Rfbac k 2mohm WSR resistor for emitter feedback resistor Vishay-Dale 2m WSR32L000FEA 5 1 Rcvr 1mohm WSR resistor for CVR Vishay-Dale 1m WSR31L000FEA 6 1 R16 Potentiometer Bourns 10k 3224W-1-103E 7 1 R17 1/4W, 240 ohm, 1206 case resistor Rohm 240 MCR18EZHF2400 8 1 R18 1/4W, 560 ohm, 1206 case resistor Rohm 560 MCR18EZHF5600 9 1 R19 1/4W, 280 ohm, 1206 case resistor Rohm 280 MCR18EZHF2800 10 9 D Dprotect1-3, Dsnub1-3, Dap1-3, 63A, 1800V IXYS DSDI60-18A 11 4 D1-D4 50V, 1A diodes Fairchild S1A 12 3 D5-D7 75V, 150mA diodes Comchip Tech 13 1 Cin Custom SBE cap SBE, Inc 30u 14 4 Csnub 47nF, 1kV caps AVX 47n 15 3 C1-C3 1uF, 50V ceramic, 1206 case AVX 1u 16 1 C4 0.1uF, 50V c eramic, 1206 cas e Kemet 0.1u C1206C104K5RACTU 17 2 C5-C6 15uF, 35V tantalum, 7343 case Kemet 15u T491D156K035AT 18 6 C7-C12 10uF, 35V tantalum, 7343 case Kemet 10u 19 1 Q1 IGBT Powerex 20 1 U1 5V linear voltage regulator Linear Tech LT1121CST-5 21 1 U2 1.2-37V voltage regulator D2 Pak, SMD-220-3, TO-263-3 STMicroelectronics LM317D2T-TR 22 1 U3 optical receiver Avago HFBR-2412Z 23 1 U4 Inverting gate driver Micrel MIC4451 24 2 J1-J2 4.5kV input Phoenix Contact 1986628 25 1 J3 24V input Phoenix Contact 1711026 26 2 J4-J5 VCE connectors Phoenix Contact 1986628 27 5 Loops to connect leads on Keystone Electronics 1040 Total Parts Used: 72 115 2meg MC102822004JE CDSF4148 2220AC473KAT1A 12065G105ZAT2A T491D106K035AT QIS4506001 C. IGBT Test Circuit Printed Circuit Board Layout Figure C.1: IGBT test circuit schematic that correlates directly to the printed circuit board layout 116 Figure C.2: Gate drive circuit schematic that correlates directly to the printed circuit board layout 117 Figure C.3: Circuit board layout shown with input capacitor that extends off the board 118 Figure C.4: PCB top copper layer and silkscreen 119 Figure C.5: PCB bottom copper layer and silkscreen 120 D. Raw Data Tables 121 Table D.1: Powerex IGBT #1 raw data table 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 304 304 304 304 304 304 304 304 304 304 592 592 592 592 592 592 592 592 592 592 720 720 720 720 720 720 720 720 720 720 736 736 736 736 736 736 736 736 736 736 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.34E-05 5.02E+07 3.06E-08 4.26E+04 2.02E-02 1.66E+01 8.75E-06 4.97E+07 2.70E-08 3.84E+04 1.93E-02 1.67E+01 1.23E-05 4.87E+07 2.92E-08 4.19E+04 1.96E-02 1.62E+01 1.03E-05 4.75E+07 2.99E-08 3.90E+04 1.94E-02 1.62E+01 1.32E-05 5.04E+07 2.94E-08 3.94E+04 1.83E-02 1.66E+01 9.10E-06 4.89E+07 3.15E-08 4.18E+04 1.91E-02 1.62E+01 1.21E-05 5.03E+07 3.00E-08 3.97E+04 1.89E-02 1.65E+01 9.44E-06 5.42E+07 3.12E-08 4.16E+04 1.96E-02 1.57E+01 1.53E-05 4.91E+07 3.02E-08 4.09E+04 1.90E-02 1.59E+01 1.48E-05 5.18E+07 3.10E-08 3.89E+04 1.95E-02 1.65E+01 1.86E-05 5.24E+07 9.20E-08 8.39E+04 1.55E-02 2.68E+01 1.82E-05 5.40E+07 8.58E-08 8.41E+04 1.57E-02 2.74E+01 1.84E-05 6.29E+07 9.29E-08 8.51E+04 1.55E-02 2.67E+01 1.99E-05 6.30E+07 8.02E-08 9.72E+04 1.64E-02 2.42E+01 1.82E-05 5.57E+07 9.02E-08 9.01E+04 1.64E-02 2.56E+01 1.94E-05 5.44E+07 8.50E-08 8.76E+04 1.58E-02 2.51E+01 1.82E-05 6.22E+07 7.85E-08 9.33E+04 1.60E-02 2.43E+01 1.85E-05 5.71E+07 9.06E-08 9.31E+04 1.63E-02 2.52E+01 1.86E-05 5.65E+07 9.20E-08 8.73E+04 1.46E-02 2.63E+01 1.89E-05 5.68E+07 8.66E-08 9.53E+04 1.55E-02 2.43E+01 1.98E-05 5.24E+07 1.15E-07 7.10E+04 3.58E-02 3.63E+01 1.88E-05 5.18E+07 1.20E-07 7.69E+04 3.82E-02 3.46E+01 1.90E-05 5.21E+07 1.13E-07 7.53E+04 3.92E-02 3.59E+01 1.92E-05 4.89E+07 1.20E-07 7.77E+04 3.84E-02 3.48E+01 2.00E-05 5.23E+07 1.08E-07 7.61E+04 3.91E-02 3.49E+01 1.90E-05 5.18E+07 1.10E-07 7.32E+04 3.77E-02 3.61E+01 1.89E-05 5.12E+07 1.15E-07 7.41E+04 3.69E-02 3.54E+01 1.88E-05 4.95E+07 1.19E-07 7.26E+04 3.69E-02 3.59E+01 1.95E-05 5.48E+07 1.16E-07 7.89E+04 4.31E-02 3.52E+01 1.91E-05 5.07E+07 1.12E-07 7.31E+04 3.77E-02 3.53E+01 1.87E-05 5.89E+08 1.26E-07 7.19E+04 1.65E-01 3.96E+01 1.80E-05 6.16E+08 1.21E-07 7.77E+04 1.81E-01 3.78E+01 1.91E-05 5.60E+08 1.17E-07 7.15E+04 1.68E-01 3.79E+01 1.82E-05 5.68E+08 1.16E-07 7.42E+04 1.70E-01 3.73E+01 1.80E-05 6.04E+08 1.15E-07 7.06E+04 1.66E-01 3.78E+01 1.84E-05 5.54E+08 1.24E-07 6.80E+04 1.79E-01 3.99E+01 1.98E-05 5.23E+08 1.31E-07 7.89E+04 1.80E-01 3.44E+01 1.91E-05 6.01E+08 1.17E-07 7.17E+04 1.53E-01 3.73E+01 1.92E-05 5.80E+08 1.22E-07 7.79E+04 1.55E-01 3.66E+01 2.00E-05 6.32E+08 1.33E-07 6.97E+04 1.81E-01 3.83E+01 122 Table D.2: Powerex IGBT #1 raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 206 206 206 206 206 206 206 206 206 206 412 412 412 412 412 412 412 412 412 412 600 600 600 600 600 600 600 600 600 600 704 704 704 704 704 704 704 704 704 704 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 7.01E-06 3.48E+07 2.27E-08 1.64E+04 8.07E-03 1.55E+01 7.48E-06 3.74E+07 2.17E-08 1.54E+04 7.15E-03 1.57E+01 4.70E-06 3.84E+07 2.41E-08 1.51E+04 7.97E-03 1.57E+01 6.54E-06 3.41E+07 2.39E-08 1.59E+04 8.56E-03 1.60E+01 5.97E-06 3.85E+07 2.15E-08 1.45E+04 7.42E-03 1.62E+01 8.06E-06 3.49E+07 2.27E-08 1.42E+04 8.25E-03 1.60E+01 4.11E-06 3.71E+07 2.28E-08 1.46E+04 7.95E-03 1.63E+01 4.15E-06 3.72E+07 2.33E-08 1.65E+04 7.27E-03 1.54E+01 4.15E-06 3.76E+07 2.35E-08 1.44E+04 7.27E-03 1.60E+01 5.64E-06 3.71E+07 2.26E-08 1.46E+04 7.98E-03 1.66E+01 9.54E-06 3.06E+07 3.48E-08 4.94E+04 5.92E-04 2.46E+01 1.03E-05 3.25E+07 3.13E-08 5.23E+04 6.41E-04 2.38E+01 1.13E-05 3.02E+07 3.29E-08 4.71E+04 5.53E-04 2.52E+01 1.04E-05 3.22E+07 3.41E-08 5.11E+04 5.77E-04 2.38E+01 1.40E-05 3.12E+07 3.25E-08 5.22E+04 6.27E-04 2.36E+01 1.48E-05 3.28E+07 3.50E-08 5.08E+04 6.10E-04 2.44E+01 1.24E-05 3.39E+07 3.34E-08 4.94E+04 6.15E-04 2.45E+01 8.40E-06 3.35E+07 3.37E-08 5.34E+04 6.32E-04 2.36E+01 9.26E-06 3.11E+07 3.42E-08 4.98E+04 6.19E-04 2.46E+01 1.24E-05 2.96E+07 3.68E-08 5.17E+04 6.11E-04 2.42E+01 1.87E-05 2.80E+07 5.63E-08 6.69E+04 1.01E-03 3.48E+01 1.80E-05 3.06E+07 5.64E-08 7.32E+04 1.05E-03 3.32E+01 1.98E-05 2.97E+07 5.49E-08 7.05E+04 1.00E-03 3.37E+01 1.99E-05 2.74E+07 5.85E-08 7.06E+04 1.03E-03 3.41E+01 1.97E-05 3.08E+07 5.44E-08 6.21E+04 1.14E-03 3.65E+01 1.84E-05 2.97E+07 5.45E-08 7.04E+04 1.06E-03 3.36E+01 1.86E-05 2.69E+07 5.85E-08 6.75E+04 1.05E-03 3.49E+01 2.00E-05 2.74E+07 6.07E-08 6.31E+04 1.08E-03 3.64E+01 1.88E-05 2.71E+07 5.65E-08 6.86E+04 1.08E-03 3.41E+01 1.95E-05 2.62E+07 5.72E-08 6.86E+04 1.08E-03 3.46E+01 1.92E-05 1.61E+07 9.43E-08 7.07E+04 1.56E-03 4.05E+01 1.91E-05 1.56E+07 9.56E-08 7.53E+04 1.79E-03 3.91E+01 1.86E-05 1.52E+07 9.37E-08 7.61E+04 1.72E-03 3.87E+01 1.95E-05 1.51E+07 1.02E-07 7.39E+04 1.74E-03 3.98E+01 1.92E-05 1.54E+07 9.56E-08 7.77E+04 1.85E-03 3.81E+01 1.92E-05 1.45E+07 9.90E-08 7.14E+04 1.69E-03 4.07E+01 2.00E-05 1.56E+07 9.78E-08 7.98E+04 1.75E-03 3.74E+01 1.87E-05 1.54E+07 9.53E-08 7.83E+04 1.57E-03 3.77E+01 1.99E-05 1.59E+07 1.01E-07 7.14E+04 1.67E-03 4.08E+01 1.92E-05 1.43E+07 9.84E-08 7.52E+04 1.61E-03 3.92E+01 123 Table D.3: Powerex IGBT #1 raw data table (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 105 105 105 105 105 105 105 105 105 105 212 212 212 212 212 212 212 212 212 212 312 312 312 312 312 312 312 312 312 312 384 384 384 384 384 384 384 384 384 384 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.57E-05 1.58E+06 2.02E-08 2.98E+02 8.40E-04 1.04E+01 1.33E-05 1.58E+06 1.95E-08 2.81E+02 8.40E-04 1.01E+01 1.20E-05 1.54E+06 2.04E-08 2.93E+02 8.46E-04 1.04E+01 1.51E-05 1.61E+06 1.95E-08 3.03E+02 8.34E-04 1.04E+01 1.52E-05 1.51E+06 1.96E-08 3.00E+02 8.03E-04 1.02E+01 1.62E-05 1.51E+06 2.00E-08 3.00E+02 8.30E-04 1.06E+01 1.73E-05 1.56E+06 1.91E-08 2.92E+02 8.04E-04 1.04E+01 1.53E-05 1.51E+06 1.99E-08 2.92E+02 8.17E-04 1.03E+01 1.21E-05 1.59E+06 1.90E-08 3.02E+02 7.98E-04 1.03E+01 1.61E-05 1.60E+06 2.02E-08 2.97E+02 8.20E-04 1.05E+01 1.03E-05 8.36E+06 2.16E-08 1.00E+03 3.01E-04 2.11E+01 5.22E-06 9.08E+06 2.24E-08 1.12E+03 2.88E-04 2.07E+01 1.60E-05 8.99E+06 2.36E-08 1.13E+03 2.84E-04 2.10E+01 5.60E-06 8.33E+06 2.18E-08 1.15E+03 2.77E-04 2.08E+01 9.05E-06 9.25E+06 2.26E-08 1.15E+03 2.62E-04 2.11E+01 8.40E-06 8.95E+06 2.20E-08 1.05E+03 2.96E-04 2.12E+01 1.30E-05 8.29E+06 2.44E-08 1.14E+03 3.19E-04 2.09E+01 5.38E-06 8.53E+06 2.46E-08 1.02E+03 2.98E-04 2.07E+01 1.71E-05 7.91E+06 2.37E-08 1.13E+03 2.86E-04 2.12E+01 8.69E-06 8.90E+06 2.20E-08 1.10E+03 3.09E-04 2.12E+01 7.72E-06 5.17E+06 2.70E-08 5.96E+04 1.70E-04 1.54E+01 8.07E-06 5.60E+06 2.71E-08 6.44E+04 1.75E-04 1.47E+01 7.44E-06 5.41E+06 2.52E-08 6.16E+04 1.72E-04 1.49E+01 7.50E-06 5.74E+06 2.40E-08 6.60E+04 1.86E-04 1.43E+01 6.82E-06 5.10E+06 2.50E-08 6.70E+04 1.80E-04 1.41E+01 6.00E-06 5.89E+06 2.50E-08 6.51E+04 1.84E-04 1.40E+01 5.02E-06 5.34E+06 2.61E-08 6.55E+04 1.69E-04 1.38E+01 6.07E-06 4.91E+06 2.90E-08 6.55E+04 1.86E-04 1.40E+01 9.43E-06 5.54E+06 2.52E-08 6.34E+04 1.91E-04 1.47E+01 1.09E-05 5.34E+06 2.58E-08 6.52E+04 1.71E-04 1.48E+01 6.82E-06 4.49E+07 8.85E-09 6.87E+04 1.12E-03 1.74E+01 7.59E-06 5.00E+07 9.16E-09 6.81E+04 1.22E-03 1.71E+01 8.65E-06 4.25E+07 9.27E-09 6.82E+04 1.14E-03 1.75E+01 7.95E-06 4.17E+07 9.85E-09 6.54E+04 1.14E-03 1.81E+01 8.39E-06 4.59E+07 9.32E-09 7.50E+04 1.17E-03 1.63E+01 9.18E-06 4.77E+07 9.64E-09 6.89E+04 1.10E-03 1.72E+01 8.25E-06 4.52E+07 9.94E-09 6.81E+04 1.09E-03 1.72E+01 7.90E-06 4.79E+07 1.02E-08 7.01E+04 1.16E-03 1.71E+01 7.84E-06 4.28E+07 9.30E-09 7.74E+04 1.22E-03 1.56E+01 7.09E-06 4.57E+07 1.01E-08 7.85E+04 1.23E-03 1.57E+01 124 Table D.4: Powerex IGBT #1 raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 68.8 1 68.8 2 68.8 3 68.8 4 68.8 5 68.8 6 68.8 7 68.8 8 68.8 9 68.8 10 140 1 140 2 140 3 140 4 140 5 140 6 140 7 140 8 140 9 140 10 208 1 208 2 208 3 208 4 208 5 208 6 208 7 208 8 208 9 208 10 235 1 235 2 235 3 235 4 235 5 235 6 235 7 235 8 235 9 235 10 AGD MUN CGS MUP COXD KP 1.02E-05 3.19E+06 2.10E-08 1.93E+04 1.57E-03 4.27E+00 2.00E-05 2.98E+06 2.20E-08 2.04E+04 1.42E-03 3.83E+00 1.28E-05 3.53E+06 1.88E-08 1.91E+04 1.36E-03 4.18E+00 6.26E-06 3.12E+06 1.97E-08 1.88E+04 1.46E-03 4.14E+00 6.37E-06 3.30E+06 1.99E-08 1.76E+04 1.42E-03 4.23E+00 1.33E-05 3.18E+06 1.96E-08 1.86E+04 1.53E-03 4.11E+00 1.45E-05 3.17E+06 2.16E-08 1.70E+04 1.57E-03 4.43E+00 6.60E-06 3.15E+06 1.80E-08 1.80E+04 1.53E-03 4.39E+00 1.69E-05 3.25E+06 2.19E-08 1.80E+04 1.44E-03 4.33E+00 1.06E-05 3.10E+06 2.20E-08 1.78E+04 1.29E-03 4.40E+00 8.73E-06 1.04E+06 1.85E-08 3.11E+04 4.00E-04 6.99E+00 8.73E-07 9.18E+05 2.01E-08 2.85E+04 4.44E-04 8.15E+00 1.02E-05 1.03E+06 1.91E-08 3.12E+04 3.76E-04 7.31E+00 1.57E-05 9.19E+05 2.04E-08 2.98E+04 3.96E-04 8.13E+00 8.95E-06 1.11E+06 2.04E-08 2.85E+04 4.29E-04 8.32E+00 1.13E-05 1.10E+06 1.79E-08 2.95E+04 3.85E-04 7.38E+00 6.58E-06 9.18E+05 1.67E-08 3.23E+04 4.44E-04 7.46E+00 1.27E-05 9.20E+05 1.95E-08 3.01E+04 4.22E-04 7.51E+00 9.66E-07 1.12E+06 2.04E-08 2.86E+04 4.46E-04 7.71E+00 5.51E-06 9.18E+05 1.86E-08 3.00E+04 4.14E-04 7.75E+00 9.78E-06 1.09E+06 1.20E-08 5.13E+04 7.13E-04 9.66E+00 8.85E-06 1.01E+06 1.14E-08 5.58E+04 7.57E-04 8.59E+00 6.21E-06 1.23E+06 1.14E-08 4.56E+04 8.02E-04 1.01E+01 4.39E-06 1.14E+06 1.23E-08 5.10E+04 6.64E-04 9.26E+00 3.95E-06 1.01E+06 1.14E-08 4.56E+04 7.99E-04 9.63E+00 2.44E-06 1.01E+06 1.14E-08 5.58E+04 8.02E-04 8.29E+00 5.98E-06 1.13E+06 1.14E-08 4.56E+04 6.56E-04 1.01E+01 5.80E-06 1.14E+06 1.34E-08 5.53E+04 7.40E-04 8.45E+00 5.67E-06 1.23E+06 1.14E-08 5.56E+04 6.91E-04 8.95E+00 4.65E-06 1.01E+06 1.14E-08 5.58E+04 7.38E-04 8.62E+00 5.77E-06 1.01E+07 2.16E-08 6.73E+04 5.51E-04 9.13E+00 5.49E-06 9.12E+06 2.13E-08 6.95E+04 5.55E-04 9.30E+00 6.35E-06 8.52E+06 2.03E-08 6.28E+04 5.97E-04 9.74E+00 6.58E-06 8.92E+06 2.01E-08 6.18E+04 5.26E-04 1.04E+01 6.65E-06 1.03E+07 1.96E-08 7.19E+04 5.56E-04 9.45E+00 5.64E-06 9.28E+06 1.99E-08 6.41E+04 5.94E-04 1.01E+01 7.34E-06 1.03E+07 2.13E-08 6.32E+04 5.11E-04 1.01E+01 2.98E-06 8.44E+06 1.84E-08 6.62E+04 5.69E-04 9.74E+00 7.34E-06 9.93E+06 1.95E-08 6.09E+04 5.17E-04 1.01E+01 6.61E-06 9.43E+06 1.98E-08 6.69E+04 5.39E-04 9.70E+00 125 Table D.5: Powerex IGBT #2 raw data table 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 304 304 304 304 304 304 304 304 304 304 596 596 596 596 596 596 596 596 596 596 720 720 720 720 720 720 720 720 720 720 736 736 736 736 736 736 736 736 736 736 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 6.76E-06 5.61E+07 2.82E-08 4.71E+04 2.02E-02 1.55E+01 9.90E-06 5.87E+07 3.09E-08 3.86E+04 1.87E-02 1.68E+01 1.32E-05 5.79E+07 3.13E-08 4.48E+04 1.77E-02 1.50E+01 1.06E-05 5.66E+07 3.09E-08 4.25E+04 1.75E-02 1.62E+01 1.59E-05 5.90E+07 3.07E-08 4.21E+04 1.88E-02 1.61E+01 1.40E-05 5.95E+07 3.25E-08 4.12E+04 1.79E-02 1.59E+01 6.35E-06 5.56E+07 2.89E-08 4.23E+04 1.92E-02 1.55E+01 1.40E-05 6.00E+07 3.36E-08 4.07E+04 1.92E-02 1.60E+01 6.89E-06 5.56E+07 3.36E-08 4.19E+04 1.90E-02 1.62E+01 1.30E-05 5.94E+07 3.12E-08 4.47E+04 1.71E-02 1.54E+01 1.85E-05 6.49E+07 1.01E-07 8.66E+04 3.05E-02 2.64E+01 1.88E-05 6.94E+07 9.21E-08 8.95E+04 3.25E-02 2.59E+01 1.95E-05 6.26E+07 9.19E-08 8.90E+04 3.32E-02 2.63E+01 1.90E-05 6.58E+07 9.22E-08 8.74E+04 3.36E-02 2.59E+01 1.91E-05 6.30E+07 8.78E-08 8.71E+04 3.63E-02 2.60E+01 1.80E-05 6.74E+07 9.56E-08 8.89E+04 3.19E-02 2.64E+01 1.87E-05 6.35E+07 8.57E-08 8.77E+04 3.27E-02 2.65E+01 1.89E-05 6.14E+07 9.34E-08 9.02E+04 3.25E-02 2.55E+01 1.93E-05 5.77E+07 8.79E-08 8.84E+04 3.64E-02 2.64E+01 1.94E-05 6.21E+07 9.42E-08 9.13E+04 3.26E-02 2.52E+01 1.97E-05 6.15E+07 1.31E-07 6.96E+04 4.20E-02 3.80E+01 1.95E-05 5.62E+07 1.28E-07 7.92E+04 4.18E-02 3.48E+01 1.98E-05 5.15E+07 1.29E-07 8.09E+04 4.12E-02 3.41E+01 1.93E-05 5.65E+07 1.32E-07 7.44E+04 4.52E-02 3.63E+01 1.87E-05 5.54E+07 1.24E-07 7.46E+04 4.06E-02 3.67E+01 1.73E-05 5.61E+07 1.21E-07 7.02E+04 4.37E-02 3.72E+01 1.83E-05 5.53E+07 1.23E-07 7.92E+04 4.09E-02 3.48E+01 2.00E-05 5.45E+07 1.22E-07 7.89E+04 3.99E-02 3.43E+01 1.91E-05 5.89E+07 1.17E-07 7.22E+04 4.41E-02 3.63E+01 1.82E-05 5.56E+07 1.26E-07 7.87E+04 4.15E-02 3.49E+01 1.99E-05 5.64E+08 1.24E-07 6.49E+04 1.66E-01 3.98E+01 1.99E-05 5.47E+08 1.28E-07 7.69E+04 1.77E-01 3.52E+01 1.78E-05 5.94E+08 1.23E-07 6.83E+04 1.60E-01 4.01E+01 1.83E-05 5.38E+08 1.27E-07 7.26E+04 1.74E-01 3.67E+01 1.91E-05 5.57E+08 1.30E-07 7.10E+04 1.77E-01 3.73E+01 1.91E-05 5.89E+08 1.18E-07 7.04E+04 1.66E-01 3.82E+01 1.88E-05 5.92E+08 1.21E-07 7.12E+04 1.74E-01 3.77E+01 1.99E-05 5.87E+08 1.35E-07 6.39E+04 1.84E-01 4.04E+01 1.89E-05 5.53E+08 1.27E-07 7.36E+04 1.84E-01 3.67E+01 1.86E-05 6.33E+08 1.33E-07 7.68E+04 1.84E-01 3.62E+01 126 Table D.6: Powerex IGBT #2 raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 212 212 212 212 212 212 212 212 212 212 424 424 424 424 424 424 424 424 424 424 624 624 624 624 624 624 624 624 624 624 688 688 688 688 688 688 688 688 688 688 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 9.45E-06 3.44E+07 2.24E-08 1.28E+04 7.16E-03 1.44E+01 1.16E-05 3.60E+07 2.46E-08 1.45E+04 8.17E-03 1.49E+01 1.10E-05 3.68E+07 2.26E-08 1.52E+04 7.84E-03 1.55E+01 1.46E-05 3.47E+07 2.50E-08 1.30E+04 7.21E-03 1.60E+01 1.36E-05 3.46E+07 2.33E-08 1.27E+04 8.15E-03 1.64E+01 1.45E-05 3.39E+07 2.42E-08 1.37E+04 7.59E-03 1.55E+01 1.33E-05 3.31E+07 2.55E-08 1.36E+04 7.80E-03 1.52E+01 9.75E-06 3.63E+07 2.54E-08 1.32E+04 8.44E-03 1.56E+01 8.90E-06 3.83E+07 2.66E-08 1.36E+04 7.07E-03 1.56E+01 9.72E-06 3.26E+07 2.39E-08 1.37E+04 6.94E-03 1.57E+01 1.87E-05 3.46E+07 3.79E-08 4.68E+04 5.90E-04 2.44E+01 1.98E-05 3.20E+07 3.38E-08 4.90E+04 5.29E-04 2.57E+01 1.82E-05 3.62E+07 3.63E-08 4.84E+04 5.94E-04 2.43E+01 1.67E-05 3.56E+07 3.68E-08 4.63E+04 5.35E-04 2.28E+01 1.75E-05 3.25E+07 3.88E-08 4.63E+04 5.92E-04 2.41E+01 1.88E-05 3.03E+07 3.75E-08 5.13E+04 5.26E-04 2.38E+01 1.83E-05 3.58E+07 3.71E-08 4.65E+04 5.36E-04 2.44E+01 1.80E-05 3.68E+07 4.06E-08 4.78E+04 5.29E-04 2.38E+01 1.58E-05 3.41E+07 3.70E-08 4.45E+04 6.12E-04 2.42E+01 1.51E-05 3.58E+07 3.76E-08 4.29E+04 5.98E-04 2.43E+01 1.81E-05 2.96E+07 6.99E-08 6.31E+04 1.20E-03 3.27E+01 1.70E-05 2.64E+07 6.87E-08 5.99E+04 1.20E-03 3.46E+01 1.95E-05 2.87E+07 6.99E-08 6.55E+04 1.02E-03 3.27E+01 1.70E-05 2.98E+07 6.56E-08 6.97E+04 1.16E-03 3.11E+01 1.79E-05 2.63E+07 7.10E-08 6.06E+04 1.09E-03 3.46E+01 1.90E-05 2.46E+07 7.13E-08 6.28E+04 1.10E-03 3.48E+01 1.85E-05 2.76E+07 7.03E-08 5.99E+04 1.14E-03 3.48E+01 1.81E-05 2.65E+07 6.89E-08 6.22E+04 1.04E-03 3.34E+01 1.94E-05 2.70E+07 6.50E-08 6.28E+04 1.20E-03 3.33E+01 1.70E-05 2.73E+07 6.71E-08 6.97E+04 1.01E-03 3.05E+01 1.82E-05 1.59E+07 1.09E-07 6.38E+04 1.53E-03 3.82E+01 1.85E-05 1.44E+07 1.03E-07 6.38E+04 1.58E-03 3.74E+01 1.90E-05 1.68E+07 1.13E-07 6.76E+04 1.63E-03 3.62E+01 1.88E-05 1.60E+07 1.00E-07 6.94E+04 1.64E-03 3.54E+01 1.83E-05 1.39E+07 1.08E-07 7.21E+04 1.78E-03 3.45E+01 1.85E-05 1.50E+07 1.06E-07 6.67E+04 1.57E-03 3.63E+01 1.89E-05 1.57E+07 1.18E-07 6.97E+04 1.80E-03 3.56E+01 2.00E-05 1.46E+07 1.14E-07 6.35E+04 1.69E-03 3.75E+01 1.93E-05 1.39E+07 9.63E-08 6.38E+04 1.59E-03 3.72E+01 1.97E-05 1.59E+07 1.07E-07 6.99E+04 1.61E-03 3.62E+01 127 Table D.7: Powerex IGBT #2 raw data table (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 106.4 1 106.4 2 106.4 3 106.4 4 106.4 5 106.4 6 106.4 7 106.4 8 106.4 9 106.4 10 212 1 212 2 212 3 212 4 212 5 212 6 212 7 212 8 212 9 212 10 320 1 320 2 320 3 320 4 320 5 320 6 320 7 320 8 320 9 320 10 372 1 372 2 372 3 372 4 372 5 372 6 372 7 372 8 372 9 372 10 AGD MUN CGS MUP COXD KP 9.38E-06 1.61E+06 1.89E-08 3.59E+02 8.40E-04 9.76E+00 1.44E-05 1.57E+06 1.99E-08 3.59E+02 7.76E-04 9.76E+00 1.13E-05 1.53E+06 2.14E-08 3.14E+02 8.43E-04 9.33E+00 1.14E-05 1.73E+06 1.92E-08 3.34E+02 7.72E-04 9.74E+00 8.91E-06 1.52E+06 1.87E-08 2.93E+02 7.64E-04 9.51E+00 8.92E-06 1.68E+06 2.00E-08 3.34E+02 7.72E-04 9.50E+00 1.19E-05 1.53E+06 2.03E-08 3.56E+02 7.23E-04 9.67E+00 1.32E-05 1.69E+06 2.13E-08 3.03E+02 7.75E-04 9.84E+00 8.91E-06 1.49E+06 2.00E-08 3.59E+02 7.67E-04 9.21E+00 9.80E-06 1.60E+06 1.92E-08 3.45E+02 8.44E-04 9.76E+00 1.32E-05 9.67E+06 2.38E-08 1.15E+03 3.07E-04 1.97E+01 9.51E-06 9.11E+06 2.39E-08 1.23E+03 3.23E-04 1.88E+01 1.01E-05 9.47E+06 2.36E-08 1.20E+03 2.98E-04 1.95E+01 1.52E-05 9.66E+06 2.24E-08 1.27E+03 3.02E-04 1.94E+01 9.35E-06 9.18E+06 2.18E-08 1.21E+03 2.80E-04 1.90E+01 9.33E-06 1.03E+07 2.55E-08 1.30E+03 3.03E-04 1.92E+01 1.07E-05 1.01E+07 2.39E-08 1.26E+03 2.98E-04 1.92E+01 8.42E-06 9.58E+06 2.42E-08 1.30E+03 3.00E-04 1.91E+01 1.24E-05 9.33E+06 2.37E-08 1.24E+03 3.07E-04 1.88E+01 8.94E-06 9.66E+06 2.62E-08 1.33E+03 2.83E-04 1.99E+01 7.41E-06 4.51E+06 2.80E-08 5.30E+04 1.82E-04 1.52E+01 6.50E-06 5.24E+06 2.85E-08 5.19E+04 1.67E-04 1.44E+01 9.79E-06 4.90E+06 2.99E-08 4.87E+04 1.77E-04 1.62E+01 6.98E-06 4.96E+06 2.77E-08 5.17E+04 1.56E-04 1.57E+01 1.35E-05 4.69E+06 2.80E-08 5.59E+04 1.64E-04 1.55E+01 4.56E-06 5.13E+06 2.79E-08 5.29E+04 1.56E-04 1.45E+01 5.39E-06 4.88E+06 3.02E-08 4.78E+04 1.61E-04 1.59E+01 9.71E-06 4.81E+06 2.82E-08 5.26E+04 1.73E-04 1.54E+01 4.86E-06 4.66E+06 2.91E-08 4.89E+04 1.77E-04 1.58E+01 5.37E-06 5.14E+06 3.16E-08 5.11E+04 1.71E-04 1.46E+01 1.95E-05 4.70E+07 9.83E-09 7.80E+04 9.35E-04 1.46E+01 1.85E-05 4.79E+07 1.04E-08 7.56E+04 1.04E-03 1.49E+01 1.91E-05 4.40E+07 1.02E-08 7.99E+04 9.67E-04 1.40E+01 1.88E-05 5.07E+07 1.08E-08 6.76E+04 9.56E-04 1.61E+01 1.94E-05 4.69E+07 9.94E-09 7.93E+04 1.05E-03 1.40E+01 1.93E-05 4.87E+07 9.58E-09 7.20E+04 9.98E-04 1.51E+01 1.94E-05 4.92E+07 9.75E-09 7.79E+04 9.82E-04 1.45E+01 1.80E-05 4.90E+07 1.02E-08 7.97E+04 9.63E-04 1.41E+01 1.88E-05 4.80E+07 1.01E-08 7.08E+04 1.04E-03 1.53E+01 1.92E-05 4.67E+07 9.64E-09 7.40E+04 9.41E-04 1.45E+01 128 Table D.8: Powerex IGBT #2 raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 132 132 132 132 132 132 132 132 132 132 200 200 200 200 200 200 200 200 200 200 234 234 234 234 234 234 234 234 234 234 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.20E-05 1.28E+06 1.30E-08 1.25E+04 1.26E-03 4.26E+00 1.43E-05 1.37E+06 1.33E-08 1.21E+04 1.33E-03 4.29E+00 1.32E-05 1.38E+06 1.32E-08 1.09E+04 1.31E-03 4.52E+00 1.60E-05 1.41E+06 1.28E-08 1.21E+04 1.36E-03 4.27E+00 1.91E-05 1.47E+06 1.19E-08 1.22E+04 1.49E-03 4.29E+00 1.12E-05 1.48E+06 1.36E-08 1.23E+04 1.26E-03 4.28E+00 1.13E-05 1.44E+06 1.31E-08 1.22E+04 1.38E-03 4.26E+00 1.69E-05 1.55E+06 1.26E-08 1.30E+04 1.39E-03 4.18E+00 1.60E-05 1.43E+06 1.25E-08 1.22E+04 1.37E-03 4.36E+00 1.11E-05 1.37E+06 1.37E-08 1.21E+04 1.47E-03 4.28E+00 7.91E-06 8.91E+05 1.68E-08 2.34E+04 4.54E-04 8.15E+00 8.30E-06 9.85E+05 1.75E-08 2.54E+04 4.64E-04 7.14E+00 4.56E-06 8.96E+05 1.74E-08 2.66E+04 4.11E-04 7.08E+00 8.88E-06 1.00E+06 1.75E-08 2.55E+04 4.21E-04 7.30E+00 4.56E-06 9.29E+05 1.61E-08 2.38E+04 4.07E-04 6.99E+00 5.36E-06 1.01E+06 1.70E-08 2.30E+04 4.51E-04 7.10E+00 6.02E-06 9.20E+05 1.87E-08 2.59E+04 3.80E-04 7.41E+00 4.56E-06 1.00E+06 1.82E-08 2.81E+04 3.80E-04 6.67E+00 7.83E-06 9.67E+05 1.70E-08 2.48E+04 4.39E-04 7.47E+00 4.56E-06 8.86E+05 1.62E-08 2.36E+04 3.84E-04 7.38E+00 8.67E-06 1.02E+06 1.35E-08 4.56E+04 5.90E-04 8.69E+00 8.71E-06 1.04E+06 1.38E-08 5.01E+04 6.87E-04 8.12E+00 7.60E-06 1.08E+06 1.32E-08 4.25E+04 7.12E-04 9.30E+00 8.24E-06 9.49E+05 1.44E-08 4.17E+04 6.25E-04 9.92E+00 7.23E-06 1.02E+06 1.25E-08 4.92E+04 5.90E-04 8.24E+00 7.23E-06 9.70E+05 1.37E-08 4.20E+04 6.94E-04 9.64E+00 1.43E-05 1.02E+06 1.46E-08 4.22E+04 6.77E-04 9.43E+00 7.23E-06 1.03E+06 1.48E-08 4.86E+04 6.58E-04 8.83E+00 7.35E-06 1.04E+06 1.31E-08 4.61E+04 6.27E-04 8.69E+00 7.23E-06 9.83E+05 1.31E-08 5.00E+04 5.90E-04 8.12E+00 6.07E-06 8.35E+06 1.84E-08 6.17E+04 6.16E-04 9.50E+00 3.47E-06 9.19E+06 2.17E-08 5.93E+04 5.74E-04 9.45E+00 3.82E-06 8.46E+06 2.12E-08 6.54E+04 5.97E-04 8.17E+00 4.91E-06 8.09E+06 1.82E-08 6.46E+04 6.17E-04 8.24E+00 3.47E-06 9.72E+06 2.22E-08 6.00E+04 5.61E-04 9.26E+00 3.77E-06 8.60E+06 2.22E-08 6.30E+04 6.20E-04 8.73E+00 7.21E-06 8.92E+06 2.22E-08 5.45E+04 6.20E-04 9.02E+00 5.94E-06 8.93E+06 1.98E-08 6.50E+04 5.75E-04 8.31E+00 5.34E-06 8.95E+06 2.04E-08 6.34E+04 5.54E-04 8.65E+00 4.81E-06 9.60E+06 1.86E-08 5.53E+04 5.11E-04 9.33E+00 129 Table D.9: Powerex IGBT #3 raw data table 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 304 304 304 304 304 304 304 304 304 304 592 592 592 592 592 592 592 592 592 592 720 720 720 720 720 720 720 720 720 720 736 736 736 736 736 736 736 736 736 736 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.34E-05 5.02E+07 3.06E-08 4.26E+04 2.02E-02 1.66E+01 8.75E-06 4.97E+07 2.70E-08 3.84E+04 1.93E-02 1.67E+01 1.23E-05 4.87E+07 2.92E-08 4.19E+04 1.96E-02 1.62E+01 1.03E-05 4.75E+07 2.99E-08 3.90E+04 1.94E-02 1.62E+01 1.32E-05 5.04E+07 2.94E-08 3.94E+04 1.83E-02 1.66E+01 9.10E-06 4.89E+07 3.15E-08 4.18E+04 1.91E-02 1.62E+01 1.21E-05 5.03E+07 3.00E-08 3.97E+04 1.89E-02 1.65E+01 9.44E-06 5.42E+07 3.12E-08 4.16E+04 1.96E-02 1.57E+01 1.53E-05 4.91E+07 3.02E-08 4.09E+04 1.90E-02 1.59E+01 1.48E-05 5.18E+07 3.10E-08 3.89E+04 1.95E-02 1.65E+01 1.86E-05 5.24E+07 9.20E-08 8.39E+04 1.55E-02 2.68E+01 1.82E-05 5.40E+07 8.58E-08 8.41E+04 1.57E-02 2.74E+01 1.84E-05 6.29E+07 9.29E-08 8.51E+04 1.55E-02 2.67E+01 1.99E-05 6.30E+07 8.02E-08 9.72E+04 1.64E-02 2.42E+01 1.82E-05 5.57E+07 9.02E-08 9.01E+04 1.64E-02 2.56E+01 1.94E-05 5.44E+07 8.50E-08 8.76E+04 1.58E-02 2.51E+01 1.82E-05 6.22E+07 7.85E-08 9.33E+04 1.60E-02 2.43E+01 1.85E-05 5.71E+07 9.06E-08 9.31E+04 1.63E-02 2.52E+01 1.86E-05 5.65E+07 9.20E-08 8.73E+04 1.46E-02 2.63E+01 1.89E-05 5.68E+07 8.66E-08 9.53E+04 1.55E-02 2.43E+01 1.98E-05 5.24E+07 1.15E-07 7.10E+04 3.58E-02 3.63E+01 1.88E-05 5.18E+07 1.20E-07 7.69E+04 3.82E-02 3.46E+01 1.90E-05 5.21E+07 1.13E-07 7.53E+04 3.92E-02 3.59E+01 1.92E-05 4.89E+07 1.20E-07 7.77E+04 3.84E-02 3.48E+01 2.00E-05 5.23E+07 1.08E-07 7.61E+04 3.91E-02 3.49E+01 1.90E-05 5.18E+07 1.10E-07 7.32E+04 3.77E-02 3.61E+01 1.89E-05 5.12E+07 1.15E-07 7.41E+04 3.69E-02 3.54E+01 1.88E-05 4.95E+07 1.19E-07 7.26E+04 3.69E-02 3.59E+01 1.95E-05 5.48E+07 1.16E-07 7.89E+04 4.31E-02 3.52E+01 1.91E-05 5.07E+07 1.12E-07 7.31E+04 3.77E-02 3.53E+01 1.87E-05 5.89E+08 1.26E-07 7.19E+04 1.65E-01 3.96E+01 1.80E-05 6.16E+08 1.21E-07 7.77E+04 1.81E-01 3.78E+01 1.91E-05 5.60E+08 1.17E-07 7.15E+04 1.68E-01 3.79E+01 1.82E-05 5.68E+08 1.16E-07 7.42E+04 1.70E-01 3.73E+01 1.80E-05 6.04E+08 1.15E-07 7.06E+04 1.66E-01 3.78E+01 1.84E-05 5.54E+08 1.24E-07 6.80E+04 1.79E-01 3.99E+01 1.98E-05 5.23E+08 1.31E-07 7.89E+04 1.80E-01 3.44E+01 1.91E-05 6.01E+08 1.17E-07 7.17E+04 1.53E-01 3.73E+01 1.92E-05 5.80E+08 1.22E-07 7.79E+04 1.55E-01 3.66E+01 2.00E-05 6.32E+08 1.33E-07 6.97E+04 1.81E-01 3.83E+01 130 Table D.10: Powerex IGBT #3 raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 210 210 210 210 210 210 210 210 210 210 424 424 424 424 424 424 424 424 424 424 616 616 616 616 616 616 616 616 616 616 696 696 696 696 696 696 696 696 696 696 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.57E-05 3.26E+07 2.29E-08 1.31E+04 7.44E-03 1.57E+01 1.40E-05 3.19E+07 2.01E-08 1.45E+04 8.69E-03 1.43E+01 9.10E-06 3.20E+07 2.30E-08 1.38E+04 8.66E-03 1.54E+01 1.59E-05 3.29E+07 2.08E-08 1.36E+04 7.87E-03 1.51E+01 1.29E-05 3.27E+07 1.99E-08 1.50E+04 7.85E-03 1.54E+01 1.03E-05 3.24E+07 2.03E-08 1.32E+04 8.37E-03 1.54E+01 1.16E-05 3.29E+07 2.13E-08 1.37E+04 8.52E-03 1.47E+01 1.01E-05 3.00E+07 2.22E-08 1.43E+04 8.72E-03 1.48E+01 1.89E-05 3.03E+07 1.89E-08 1.44E+04 7.24E-03 1.50E+01 1.55E-05 3.49E+07 1.96E-08 1.45E+04 7.55E-03 1.52E+01 1.85E-05 3.62E+07 3.81E-08 4.51E+04 5.22E-04 2.39E+01 1.82E-05 3.72E+07 4.20E-08 4.86E+04 5.00E-04 2.31E+01 1.90E-05 3.42E+07 3.85E-08 5.03E+04 5.14E-04 2.31E+01 1.89E-05 3.47E+07 4.23E-08 5.14E+04 5.14E-04 2.22E+01 1.83E-05 3.66E+07 4.19E-08 4.53E+04 5.56E-04 2.49E+01 1.81E-05 3.52E+07 4.02E-08 4.81E+04 5.37E-04 2.37E+01 1.79E-05 3.68E+07 3.81E-08 4.73E+04 4.95E-04 2.38E+01 1.83E-05 3.64E+07 4.15E-08 4.93E+04 5.11E-04 2.43E+01 1.81E-05 3.84E+07 4.01E-08 4.93E+04 5.48E-04 2.37E+01 1.79E-05 3.72E+07 4.30E-08 4.47E+04 5.22E-04 2.44E+01 2.00E-05 2.90E+07 8.12E-08 6.62E+04 9.91E-04 3.26E+01 1.85E-05 2.69E+07 7.73E-08 6.58E+04 9.81E-04 3.39E+01 1.83E-05 2.78E+07 7.76E-08 6.46E+04 1.01E-03 3.33E+01 1.91E-05 2.90E+07 7.58E-08 6.73E+04 1.06E-03 3.21E+01 1.77E-05 2.64E+07 7.52E-08 6.16E+04 9.99E-04 3.47E+01 1.91E-05 2.63E+07 7.92E-08 7.01E+04 1.03E-03 3.25E+01 1.86E-05 2.72E+07 7.75E-08 6.66E+04 1.03E-03 3.32E+01 1.93E-05 2.85E+07 8.12E-08 6.50E+04 9.54E-04 3.35E+01 1.88E-05 2.57E+07 7.26E-08 6.63E+04 9.79E-04 3.16E+01 1.74E-05 2.45E+07 7.59E-08 6.35E+04 9.46E-04 3.37E+01 1.88E-05 1.86E+07 1.17E-07 5.37E+04 1.61E-03 4.52E+01 1.82E-05 1.68E+07 1.28E-07 5.63E+04 1.95E-03 4.11E+01 2.00E-05 1.62E+07 1.26E-07 5.70E+04 1.79E-03 4.27E+01 1.73E-05 1.63E+07 1.18E-07 5.59E+04 1.85E-03 4.08E+01 1.96E-05 1.90E+07 1.17E-07 5.25E+04 1.72E-03 4.40E+01 1.89E-05 1.91E+07 1.16E-07 6.41E+04 1.82E-03 3.87E+01 1.91E-05 1.74E+07 1.34E-07 5.72E+04 1.77E-03 4.10E+01 2.00E-05 1.63E+07 1.28E-07 5.96E+04 1.72E-03 4.08E+01 1.97E-05 1.70E+07 1.38E-07 5.46E+04 1.95E-03 4.05E+01 1.99E-05 1.58E+07 1.21E-07 5.45E+04 1.64E-03 4.19E+01 131 Table D.11: Powerex IGBT #3 raw data table (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 106.4 1 106.4 2 106.4 3 106.4 4 106.4 5 106.4 6 106.4 7 106.4 8 106.4 9 106.4 10 212 1 212 2 212 3 212 4 212 5 212 6 212 7 212 8 212 9 212 10 320 1 320 2 320 3 320 4 320 5 320 6 320 7 320 8 320 9 320 10 372 1 372 2 372 3 372 4 372 5 372 6 372 7 372 8 372 9 372 10 AGD MUN CGS MUP COXD KP 9.55E-06 1.25E+06 1.93E-08 3.82E+02 7.98E-04 8.92E+00 1.47E-05 1.25E+06 1.81E-08 3.88E+02 9.61E-04 9.39E+00 1.05E-05 1.42E+06 1.94E-08 4.16E+02 8.86E-04 9.75E+00 1.39E-05 1.36E+06 1.83E-08 3.98E+02 8.88E-04 9.80E+00 1.20E-05 1.34E+06 2.05E-08 4.10E+02 8.82E-04 9.57E+00 1.97E-05 1.33E+06 1.81E-08 3.93E+02 9.47E-04 9.71E+00 1.33E-05 1.34E+06 2.07E-08 3.99E+02 8.49E-04 9.43E+00 1.45E-05 1.42E+06 1.97E-08 3.90E+02 8.77E-04 9.39E+00 1.33E-05 1.41E+06 1.94E-08 3.83E+02 8.81E-04 9.63E+00 1.30E-05 1.39E+06 1.96E-08 4.08E+02 8.84E-04 9.77E+00 1.15E-05 1.09E+07 2.35E-08 1.35E+03 2.50E-04 1.84E+01 1.16E-05 1.00E+07 2.32E-08 1.39E+03 2.82E-04 1.86E+01 1.14E-05 9.52E+06 2.45E-08 1.29E+03 2.56E-04 1.94E+01 1.35E-05 1.04E+07 2.60E-08 1.45E+03 2.73E-04 1.93E+01 8.96E-06 1.06E+07 2.55E-08 1.31E+03 2.90E-04 1.87E+01 1.35E-05 9.71E+06 2.40E-08 1.39E+03 2.73E-04 1.86E+01 1.86E-05 9.09E+06 2.14E-08 1.53E+03 2.47E-04 1.83E+01 1.82E-05 1.04E+07 2.30E-08 1.42E+03 2.70E-04 1.90E+01 1.31E-05 9.81E+06 2.34E-08 1.35E+03 2.74E-04 1.89E+01 1.45E-05 1.07E+07 2.26E-08 1.37E+03 2.68E-04 1.91E+01 1.50E-05 4.46E+07 2.60E-08 4.75E+04 1.50E-04 1.70E+01 9.57E-06 5.18E+07 2.94E-08 4.82E+04 1.56E-04 1.64E+01 9.19E-06 4.67E+07 2.56E-08 4.68E+04 1.57E-04 1.69E+01 8.49E-06 4.75E+07 2.72E-08 4.99E+04 1.69E-04 1.64E+01 8.66E-06 4.80E+07 2.59E-08 5.02E+04 1.72E-04 1.61E+01 1.69E-05 4.85E+07 2.95E-08 5.04E+04 1.62E-04 1.61E+01 7.45E-06 5.12E+07 2.65E-08 4.63E+04 1.69E-04 1.62E+01 8.41E-06 4.73E+07 2.59E-08 5.01E+04 1.77E-04 1.62E+01 9.55E-06 5.18E+07 2.47E-08 4.75E+04 1.59E-04 1.67E+01 7.59E-06 4.75E+07 2.70E-08 5.11E+04 1.58E-04 1.60E+01 1.94E-05 5.31E+07 9.35E-09 8.05E+04 1.05E-03 1.41E+01 1.83E-05 4.77E+07 1.03E-08 7.96E+04 9.83E-04 1.40E+01 1.79E-05 4.99E+07 1.01E-08 7.97E+04 1.05E-03 1.38E+01 1.93E-05 4.76E+07 9.81E-09 8.45E+04 9.84E-04 1.34E+01 1.78E-05 4.67E+07 1.01E-08 7.91E+04 1.02E-03 1.40E+01 1.83E-05 4.55E+07 9.70E-09 8.43E+04 1.09E-03 1.31E+01 1.83E-05 4.67E+07 1.03E-08 8.08E+04 1.03E-03 1.39E+01 1.83E-05 4.57E+07 1.04E-08 8.28E+04 1.01E-03 1.34E+01 1.72E-05 4.82E+07 9.85E-09 8.25E+04 9.91E-04 1.35E+01 1.80E-05 4.90E+07 1.09E-08 7.97E+04 1.03E-03 1.39E+01 132 Table D.12: Powerex IGBT #3 raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 132 132 132 132 132 132 132 132 132 132 200 200 200 200 200 200 200 200 200 200 234 234 234 234 234 234 234 234 234 234 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.47E-05 1.42E+06 1.25E-08 1.17E+04 1.36E-03 4.45E+00 1.38E-05 1.45E+06 1.24E-08 1.21E+04 1.35E-03 4.03E+00 1.86E-05 1.64E+06 1.37E-08 1.11E+04 1.62E-03 4.08E+00 1.90E-05 1.46E+06 1.32E-08 1.10E+04 1.40E-03 3.92E+00 1.71E-05 1.50E+06 1.46E-08 1.09E+04 1.55E-03 4.25E+00 1.64E-05 1.38E+06 1.46E-08 1.15E+04 1.62E-03 4.40E+00 1.27E-05 1.48E+06 1.22E-08 1.05E+04 1.63E-03 4.51E+00 1.24E-05 1.55E+06 1.33E-08 1.15E+04 1.55E-03 4.31E+00 2.00E-05 1.64E+06 1.42E-08 1.24E+04 1.48E-03 4.00E+00 1.56E-05 1.42E+06 1.30E-08 1.29E+04 1.44E-03 4.29E+00 1.27E-05 8.86E+05 1.57E-08 2.22E+04 4.16E-04 7.84E+00 8.86E-06 8.57E+05 1.62E-08 1.96E+04 4.14E-04 7.75E+00 4.23E-06 8.03E+05 1.33E-08 1.91E+04 3.69E-04 7.95E+00 9.99E-06 8.77E+05 1.44E-08 2.08E+04 4.00E-04 7.50E+00 8.86E-06 8.83E+05 1.45E-08 2.13E+04 4.09E-04 7.29E+00 6.31E-06 8.00E+05 1.62E-08 1.98E+04 3.92E-04 8.20E+00 6.56E-06 9.09E+05 1.54E-08 2.33E+04 4.35E-04 7.11E+00 1.38E-05 8.73E+05 1.40E-08 2.16E+04 4.09E-04 7.48E+00 9.22E-06 8.99E+05 1.46E-08 2.11E+04 4.10E-04 7.54E+00 4.31E-06 9.46E+05 1.53E-08 2.14E+04 4.24E-04 8.13E+00 8.87E-06 1.10E+06 1.57E-08 4.73E+04 7.05E-04 8.15E+00 8.47E-06 9.41E+05 1.61E-08 4.79E+04 6.21E-04 8.34E+00 7.51E-06 1.03E+06 1.61E-08 5.00E+04 6.12E-04 8.50E+00 8.05E-06 9.39E+05 1.44E-08 4.96E+04 7.00E-04 8.66E+00 7.36E-06 9.64E+05 1.53E-08 4.37E+04 7.24E-04 9.47E+00 8.75E-06 1.06E+06 1.51E-08 4.85E+04 6.58E-04 9.05E+00 6.67E-06 1.06E+06 1.61E-08 4.38E+04 6.43E-04 8.65E+00 6.51E-06 1.04E+06 1.33E-08 5.35E+04 7.24E-04 7.97E+00 8.06E-06 1.05E+06 1.54E-08 5.03E+04 6.67E-04 7.95E+00 9.44E-06 1.03E+06 1.57E-08 4.71E+04 7.02E-04 8.61E+00 9.75E-06 7.78E+06 2.10E-08 5.56E+04 6.02E-04 9.68E+00 5.68E-06 8.03E+06 1.87E-08 6.17E+04 6.23E-04 8.86E+00 1.22E-05 8.16E+06 2.01E-08 5.66E+04 5.43E-04 9.02E+00 7.45E-06 8.26E+06 2.17E-08 5.25E+04 6.38E-04 9.44E+00 5.68E-06 7.68E+06 1.96E-08 5.37E+04 5.82E-04 9.32E+00 5.68E-06 8.06E+06 2.06E-08 6.33E+04 6.18E-04 9.06E+00 1.36E-05 8.88E+06 1.98E-08 5.93E+04 5.82E-04 9.08E+00 8.61E-06 7.95E+06 2.22E-08 5.93E+04 5.94E-04 9.48E+00 5.68E-06 8.65E+06 2.13E-08 6.41E+04 5.30E-04 8.36E+00 7.60E-06 7.77E+06 2.00E-08 6.12E+04 6.32E-04 9.14E+00 133 Table D.13: IXYS IGBT raw data table 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 288 288 288 288 288 288 288 288 288 288 352 352 352 352 352 352 352 352 352 352 364 364 364 364 364 364 364 364 364 364 368 368 368 368 368 368 368 368 368 368 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.95E-05 9.30E+08 9.17E-08 2.06E+04 1.91E+00 2.24E+01 1.97E-05 1.06E+09 8.85E-08 2.08E+04 1.67E+00 2.22E+01 2.00E-05 1.13E+09 1.01E-07 1.74E+04 1.57E+00 2.33E+01 1.81E-05 1.12E+09 8.40E-08 1.74E+04 1.57E+00 2.33E+01 1.84E-05 9.66E+08 9.10E-08 2.08E+04 1.67E+00 2.23E+01 1.92E-05 1.04E+09 8.99E-08 1.82E+04 1.68E+00 2.32E+01 1.88E-05 1.02E+09 9.33E-08 2.01E+04 1.75E+00 2.28E+01 1.82E-05 9.44E+08 8.32E-08 2.08E+04 1.83E+00 2.20E+01 1.93E-05 1.00E+09 9.33E-08 1.97E+04 1.69E+00 2.28E+01 1.96E-05 1.05E+09 8.62E-08 1.95E+04 1.63E+00 2.23E+01 1.47E-05 2.65E+10 9.78E-08 2.10E+04 2.68E+00 2.62E+01 1.46E-05 2.68E+10 9.06E-08 2.11E+04 2.55E+00 2.62E+01 1.46E-05 2.68E+10 9.13E-08 2.08E+04 2.59E+00 2.64E+01 1.42E-05 2.73E+10 9.17E-08 2.18E+04 2.46E+00 2.62E+01 1.37E-05 2.58E+10 9.07E-08 2.16E+04 2.84E+00 2.64E+01 1.24E-05 2.83E+10 9.55E-08 2.10E+04 2.46E+00 2.69E+01 1.47E-05 2.87E+10 9.63E-08 2.17E+04 2.69E+00 2.61E+01 1.52E-05 2.82E+10 9.78E-08 2.32E+04 2.58E+00 2.55E+01 1.42E-05 2.73E+10 9.32E-08 2.21E+04 2.56E+00 2.60E+01 1.33E-05 2.95E+10 8.78E-08 2.23E+04 2.59E+00 2.55E+01 1.51E-05 3.63E+11 1.06E-07 2.64E+04 1.02E+01 2.61E+01 1.59E-05 3.76E+11 1.06E-07 2.65E+04 9.93E+00 2.57E+01 1.59E-05 3.83E+11 1.05E-07 2.57E+04 1.12E+01 2.68E+01 1.36E-05 3.52E+11 1.02E-07 2.59E+04 1.04E+01 2.67E+01 1.40E-05 3.81E+11 1.08E-07 2.63E+04 1.02E+01 2.67E+01 1.54E-05 3.53E+11 1.08E-07 2.64E+04 1.08E+01 2.66E+01 1.39E-05 3.97E+11 9.84E-08 2.49E+04 1.06E+01 2.65E+01 1.66E-05 3.46E+11 1.09E-07 2.51E+04 1.01E+01 2.68E+01 1.47E-05 3.41E+11 1.03E-07 2.82E+04 1.08E+01 2.55E+01 1.55E-05 3.43E+11 1.01E-07 2.69E+04 1.05E+01 2.55E+01 2.00E-05 1.56E+12 1.38E-07 2.12E+04 5.35E+01 2.83E+01 1.92E-05 1.53E+12 1.33E-07 2.36E+04 5.23E+01 2.74E+01 1.84E-05 1.72E+12 1.27E-07 2.27E+04 5.97E+01 2.77E+01 1.93E-05 1.61E+12 1.26E-07 2.47E+04 5.09E+01 2.67E+01 1.89E-05 1.60E+12 1.20E-07 2.39E+04 5.17E+01 2.69E+01 1.98E-05 1.51E+12 1.28E-07 2.42E+04 5.78E+01 2.67E+01 1.82E-05 1.74E+12 1.21E-07 2.17E+04 5.76E+01 2.74E+01 1.84E-05 1.77E+12 1.27E-07 2.34E+04 5.04E+01 2.73E+01 1.83E-05 1.61E+12 1.27E-07 2.41E+04 5.81E+01 2.68E+01 1.90E-05 1.79E+12 1.27E-07 2.31E+04 5.63E+01 2.75E+01 134 Table D.14: IXYS IGBT raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 202 202 202 202 202 202 202 202 202 202 332 332 332 332 332 332 332 332 332 332 356 356 356 356 356 356 356 356 356 356 364 364 364 364 364 364 364 364 364 364 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 1.67E-05 2.39E+08 3.61E-08 1.95E+04 4.32E-01 1.50E+01 1.29E-05 2.37E+08 3.78E-08 2.15E+04 4.59E-01 1.47E+01 9.84E-06 2.32E+08 3.98E-08 2.05E+04 4.08E-01 1.49E+01 1.12E-05 2.35E+08 3.91E-08 2.03E+04 4.20E-01 1.48E+01 1.49E-05 2.51E+08 3.63E-08 1.81E+04 4.62E-01 1.54E+01 1.38E-05 2.17E+08 3.64E-08 1.90E+04 3.92E-01 1.44E+01 1.21E-05 2.40E+08 3.49E-08 2.14E+04 4.44E-01 1.43E+01 9.21E-06 2.28E+08 3.37E-08 1.95E+04 4.40E-01 1.44E+01 1.41E-05 2.24E+08 3.46E-08 2.07E+04 4.33E-01 1.46E+01 1.40E-05 2.42E+08 3.72E-08 2.06E+04 4.48E-01 1.48E+01 1.99E-05 9.80E+08 9.97E-08 9.39E+03 1.58E+00 2.92E+01 1.90E-05 9.89E+08 9.92E-08 9.08E+03 1.85E+00 3.00E+01 1.94E-05 9.87E+08 1.04E-07 8.63E+03 1.69E+00 3.05E+01 2.00E-05 9.00E+08 1.08E-07 8.38E+03 1.60E+00 3.00E+01 1.96E-05 1.03E+09 9.67E-08 8.42E+03 1.74E+00 3.02E+01 1.93E-05 9.94E+08 9.38E-08 9.30E+03 1.80E+00 2.93E+01 1.95E-05 1.09E+09 1.03E-07 9.36E+03 1.90E+00 2.94E+01 1.92E-05 9.83E+08 9.96E-08 8.62E+03 1.65E+00 3.03E+01 1.80E-05 9.00E+08 9.89E-08 9.50E+03 1.76E+00 3.03E+01 2.00E-05 9.56E+08 1.04E-07 9.50E+03 1.90E+00 2.90E+01 1.95E-05 3.29E+09 1.22E-07 1.11E+04 3.55E+00 3.13E+01 1.84E-05 3.12E+09 1.11E-07 1.09E+04 3.64E+00 3.08E+01 1.91E-05 3.50E+09 1.15E-07 1.07E+04 3.69E+00 3.10E+01 2.00E-05 2.94E+09 1.25E-07 1.03E+04 3.94E+00 3.12E+01 1.92E-05 3.12E+09 1.24E-07 1.12E+04 3.82E+00 3.09E+01 1.83E-05 3.00E+09 1.14E-07 1.18E+04 3.73E+00 3.03E+01 1.98E-05 2.95E+09 1.18E-07 1.18E+04 3.96E+00 3.06E+01 1.84E-05 3.36E+09 1.17E-07 1.11E+04 3.90E+00 3.13E+01 1.89E-05 2.88E+09 1.19E-07 1.14E+04 3.43E+00 3.10E+01 1.90E-05 2.94E+09 1.24E-07 1.10E+04 3.58E+00 3.23E+01 1.84E-05 2.34E+10 1.15E-07 7.44E+03 8.00E+00 3.26E+01 1.98E-05 2.22E+10 1.26E-07 7.32E+03 8.11E+00 3.32E+01 2.00E-05 1.94E+10 1.13E-07 7.28E+03 8.65E+00 3.26E+01 1.91E-05 2.02E+10 1.20E-07 7.30E+03 8.49E+00 3.34E+01 1.88E-05 2.27E+10 1.14E-07 7.03E+03 9.02E+00 3.30E+01 2.00E-05 2.26E+10 1.19E-07 6.81E+03 8.80E+00 3.29E+01 1.95E-05 2.23E+10 1.22E-07 7.43E+03 9.45E+00 3.38E+01 1.93E-05 2.27E+10 1.22E-07 7.53E+03 8.65E+00 3.25E+01 1.87E-05 2.12E+10 1.20E-07 7.74E+03 9.18E+00 3.35E+01 1.90E-05 2.23E+10 1.20E-07 7.32E+03 8.84E+00 3.34E+01 135 Table D.15: IXYS IGBT raw data table (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 104 104 104 104 104 104 104 104 104 104 210 210 210 210 210 210 210 210 210 210 304 304 304 304 304 304 304 304 304 304 328 328 328 328 328 328 328 328 328 328 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 AGD MUN CGS MUP COXD KP 4.83E-06 1.15E+07 2.21E-08 1.12E+04 3.20E-02 8.07E+00 1.31E-05 1.17E+07 2.06E-08 9.62E+03 2.92E-02 8.43E+00 9.20E-06 1.15E+07 2.00E-08 9.50E+03 2.81E-02 8.33E+00 1.62E-05 1.19E+07 2.18E-08 1.04E+04 3.03E-02 8.40E+00 8.85E-06 1.25E+07 2.08E-08 1.06E+04 3.17E-02 7.74E+00 1.11E-05 1.20E+07 2.43E-08 1.03E+04 3.06E-02 8.18E+00 7.62E-06 1.12E+07 2.28E-08 9.36E+03 3.18E-02 7.61E+00 3.96E-06 1.09E+07 2.11E-08 1.13E+04 3.08E-02 8.55E+00 1.23E-05 1.13E+07 2.12E-08 9.88E+03 3.15E-02 7.95E+00 7.39E-06 1.04E+07 2.20E-08 9.70E+03 2.98E-02 8.40E+00 1.09E-05 5.42E+07 3.79E-08 2.44E+04 4.59E-02 1.44E+01 1.89E-05 5.59E+07 3.91E-08 2.12E+04 5.20E-02 1.52E+01 1.16E-05 5.81E+07 3.38E-08 2.32E+04 5.28E-02 1.45E+01 1.16E-05 6.02E+07 3.28E-08 2.37E+04 5.23E-02 1.42E+01 9.98E-06 5.73E+07 3.54E-08 2.20E+04 5.51E-02 1.51E+01 7.70E-06 6.09E+07 3.58E-08 2.24E+04 5.44E-02 1.47E+01 9.94E-06 5.24E+07 3.32E-08 2.52E+04 5.06E-02 1.33E+01 1.13E-05 5.89E+07 3.90E-08 2.06E+04 4.53E-02 1.57E+01 1.45E-05 5.51E+07 3.58E-08 2.49E+04 4.81E-02 1.50E+01 7.70E-06 5.54E+07 3.86E-08 2.17E+04 5.20E-02 1.47E+01 1.71E-05 1.52E+08 6.45E-08 9.29E+03 9.05E-02 2.70E+01 1.83E-05 1.55E+08 6.85E-08 8.77E+03 8.91E-02 2.76E+01 1.95E-05 1.56E+08 6.32E-08 8.85E+03 9.01E-02 2.81E+01 1.79E-05 1.41E+08 6.30E-08 8.92E+03 9.41E-02 2.75E+01 1.99E-05 1.54E+08 6.87E-08 9.10E+03 9.69E-02 2.76E+01 1.84E-05 1.55E+08 6.72E-08 8.97E+03 9.22E-02 2.78E+01 1.72E-05 1.41E+08 6.59E-08 9.31E+03 9.63E-02 2.80E+01 1.74E-05 1.62E+08 6.29E-08 9.62E+03 9.32E-02 2.64E+01 1.73E-05 1.66E+08 6.53E-08 9.39E+03 8.09E-02 2.79E+01 1.85E-05 1.44E+08 6.54E-08 9.14E+03 8.91E-02 2.70E+01 1.99E-05 6.27E+08 7.46E-08 1.11E+04 7.61E-01 2.86E+01 1.89E-05 6.49E+08 8.04E-08 1.20E+04 7.42E-01 2.93E+01 1.91E-05 6.71E+08 7.75E-08 1.19E+04 7.78E-01 2.86E+01 1.88E-05 6.47E+08 7.71E-08 1.07E+04 7.26E-01 2.83E+01 1.92E-05 6.68E+08 7.80E-08 1.28E+04 7.08E-01 2.84E+01 1.94E-05 6.40E+08 7.97E-08 1.10E+04 6.56E-01 2.84E+01 1.95E-05 6.44E+08 8.07E-08 1.20E+04 7.78E-01 2.82E+01 1.92E-05 6.63E+08 7.94E-08 1.15E+04 7.30E-01 2.92E+01 1.89E-05 6.47E+08 7.52E-08 1.06E+04 7.92E-01 2.93E+01 1.82E-05 6.22E+08 7.81E-08 1.10E+04 7.17E-01 2.96E+01 136 Table D.16: IXYS IGBT raw data table (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 63.2 1 63.2 2 63.2 3 63.2 4 63.2 5 63.2 6 63.2 7 63.2 8 63.2 9 63.2 10 126 1 126 2 126 3 126 4 126 5 126 6 126 7 126 8 126 9 126 10 190 1 190 2 190 3 190 4 190 5 190 6 190 7 190 8 190 9 190 10 222 1 222 2 222 3 222 4 222 5 222 6 222 7 222 8 222 9 222 10 AGD MUN CGS MUP COXD KP 1.42E-05 3.38E+07 1.75E-08 9.35E+03 2.71E-02 4.84E+00 1.43E-05 3.77E+07 1.64E-08 9.36E+03 2.49E-02 5.02E+00 6.13E-06 3.40E+07 1.80E-08 8.90E+03 2.58E-02 4.91E+00 9.50E-06 3.77E+07 1.68E-08 9.92E+03 2.53E-02 4.65E+00 7.15E-06 3.57E+07 1.71E-08 9.67E+03 2.71E-02 4.96E+00 6.09E-06 3.55E+07 1.67E-08 9.24E+03 2.53E-02 4.76E+00 5.98E-06 3.72E+07 1.77E-08 9.68E+03 2.46E-02 4.84E+00 6.30E-06 3.42E+07 1.72E-08 9.44E+03 2.74E-02 4.95E+00 1.20E-05 3.57E+07 1.76E-08 9.89E+03 2.56E-02 4.68E+00 2.64E-06 3.43E+07 1.66E-08 9.55E+03 2.85E-02 4.79E+00 8.70E-06 4.69E+06 2.27E-08 1.67E+04 1.48E-03 9.24E+00 9.43E-06 4.78E+06 2.37E-08 1.70E+04 1.41E-03 9.02E+00 6.13E-06 4.58E+06 2.18E-08 1.64E+04 1.49E-03 8.98E+00 1.13E-05 4.50E+06 2.06E-08 1.81E+04 1.52E-03 8.85E+00 4.25E-06 4.10E+06 2.37E-08 1.70E+04 1.65E-03 9.11E+00 6.10E-06 4.21E+06 2.18E-08 1.67E+04 1.49E-03 8.88E+00 7.10E-06 4.46E+06 2.10E-08 1.78E+04 1.70E-03 8.86E+00 7.80E-06 4.34E+06 2.21E-08 1.73E+04 1.60E-03 9.01E+00 9.37E-06 4.49E+06 2.14E-08 1.66E+04 1.49E-03 9.03E+00 8.89E-06 4.43E+06 1.96E-08 1.87E+04 1.71E-03 8.64E+00 8.34E-06 1.58E+09 3.13E-08 2.44E+04 1.99E-01 1.32E+01 1.12E-05 1.60E+09 3.13E-08 2.08E+04 1.69E-01 1.46E+01 1.10E-05 1.50E+09 3.15E-08 2.32E+04 1.71E-01 1.38E+01 1.76E-05 1.60E+09 3.01E-08 2.14E+04 1.94E-01 1.41E+01 7.80E-06 1.51E+09 3.37E-08 2.14E+04 1.69E-01 1.46E+01 8.43E-06 1.55E+09 3.07E-08 2.20E+04 1.79E-01 1.46E+01 7.28E-06 1.68E+09 3.30E-08 2.24E+04 1.87E-01 1.36E+01 9.33E-06 1.69E+09 2.94E-08 2.08E+04 1.78E-01 1.36E+01 1.43E-05 1.54E+09 3.35E-08 2.24E+04 1.80E-01 1.45E+01 1.08E-05 1.41E+09 2.93E-08 2.39E+04 1.97E-01 1.32E+01 1.28E-05 3.06E+07 3.30E-08 2.33E+04 1.26E-02 1.57E+01 1.28E-05 3.04E+07 3.45E-08 2.30E+04 1.25E-02 1.63E+01 1.47E-05 3.05E+07 3.68E-08 2.21E+04 1.32E-02 1.65E+01 1.31E-05 3.13E+07 3.62E-08 2.41E+04 1.27E-02 1.59E+01 1.14E-05 3.22E+07 3.53E-08 2.29E+04 1.25E-02 1.61E+01 1.46E-05 3.21E+07 3.57E-08 2.52E+04 1.17E-02 1.56E+01 1.25E-05 3.25E+07 3.49E-08 2.23E+04 1.21E-02 1.62E+01 9.54E-06 3.29E+07 3.20E-08 2.61E+04 1.31E-02 1.52E+01 1.27E-05 3.23E+07 3.55E-08 2.49E+04 1.14E-02 1.56E+01 1.58E-05 3.24E+07 3.47E-08 2.35E+04 1.26E-02 1.60E+01 137 E. Coefficient of Determination, R2, Values for Simulated Waveforms 138 Table E.1: Powerex IGBT #1 R2 values 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 300 300 300 300 300 300 300 300 300 300 588 588 588 588 588 588 588 588 588 588 736 736 736 736 736 736 736 736 736 736 752 752 752 752 752 752 752 752 752 752 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 139 VCE R2 I C R2 VGE R2 0.939491 0.964738 0.440901 0.944411 0.975885 0.43884 0.9512 0.973675 0.438499 0.943478 0.964897 0.447221 0.939176 0.958505 0.421586 0.944438 0.977774 0.436861 0.946519 0.977308 0.450451 0.941515 0.964458 0.439283 0.937499 0.960595 0.443442 0.936304 0.963401 0.434517 0.938669 0.964723 0.292279 0.936419 0.959065 0.304923 0.955524 0.975246 0.940184 0.29761 0.96101 0.285009 0.963759 0.976944 0.271842 0.941101 0.963764 0.315401 0.937685 0.964087 0.280267 0.968299 0.981057 0.23924 0.941233 0.965414 0.304866 0.963969 0.97537 0.266372 0.969881 0.978403 0.545271 0.95747 0.980983 0.566017 0.964611 0.981348 0.5646 0.968985 0.978469 0.551219 0.970091 0.980717 0.541377 0.965666 0.981304 0.549533 0.97764 0.977469 0.547753 0.973467 0.97716 0.541587 0.960476 0.978598 0.574722 0.962173 0.977149 0.545674 0.966532 0.979441 0.616968 0.960782 0.979154 0.624444 0.96115 0.97911 0.631263 0.966276 0.977068 0.616629 0.960946 0.976094 0.627608 0.966716 0.977952 0.625541 0.964347 0.978947 0.616366 0.973332 0.97576 0.629108 0.972314 0.977837 0.618756 0.966511 0.978552 0.620793 Table E.2: Powerex IGBT #1 R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 206 206 206 206 206 206 206 206 206 206 412 412 412 412 412 412 412 412 412 412 600 600 600 600 600 600 600 600 600 600 704 704 704 704 704 704 704 704 704 704 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 140 VCE R2 I C R2 VGE R2 0.949257 0.964287 0.679371 0.928711 0.944241 0.665698 0.949738 0.970529 0.682835 0.94806 0.963526 0.681413 0.926054 0.939345 0.663092 0.947559 0.967327 0.682814 0.950841 0.964954 0.68386 0.926967 0.945476 0.667146 0.927343 0.947122 0.669054 0.952155 0.971349 0.668848 0.137306 0.183549 0.770267 0.147181 0.170726 0.775516 0.138064 0.173569 0.774766 0.132867 0.184267 0.771016 -1.58634 -1.558244 -0.779565 0.136998 0.145083 0.766248 0.135323 0.176526 0.767449 0.134895 0.181387 0.771565 0.137211 0.175808 0.765402 0.123932 0.151884 0.758613 0.962856 0.971517 0.307936 0.957549 0.969975 0.324222 0.975167 0.981361 0.337366 0.975891 0.980178 0.342563 0.96473 0.972815 0.338842 0.977314 0.982004 0.327518 0.971338 0.977276 0.315978 0.963853 0.970448 0.347106 0.976625 0.982412 0.313248 0.967255 0.974141 0.326987 0.975719 0.981089 0.490566 0.972476 0.981204 0.490164 0.971586 0.981924 0.478856 0.974693 0.981892 0.491585 0.975474 0.981548 0.481744 0.972521 0.981438 0.499059 0.973712 0.982225 0.487764 0.976075 0.982514 0.488149 0.971704 0.981578 0.491566 0.972258 0.981834 0.502501 Table E.3: Powerex IGBT #1 R2 values (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 105 105 105 105 105 105 105 105 105 105 212 212 212 212 212 212 212 212 212 212 312 312 312 312 312 312 312 312 312 312 384 384 384 384 384 384 384 384 384 384 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 141 VCE R2 I C R2 VGE R2 0.938807 0.940748 0.758929 0.941393 0.950398 0.764566 0.945502 0.950997 0.770603 0.939858 0.94289 0.759158 0.941758 0.947235 0.764849 0.939394 0.936438 0.764583 0.938011 0.941094 0.757204 0.940044 0.944067 0.765463 0.942109 0.950013 0.763112 0.938937 0.935817 0.759286 0.963929 0.963247 0.767292 0.944786 0.956983 0.746536 0.955557 0.953034 0.76447 0.94436 0.955549 0.751598 0.974365 0.966505 0.772108 0.959822 0.961553 0.759944 0.933717 0.942507 0.744291 0.944214 0.956091 0.751581 0.966913 0.956699 0.771944 0.952514 0.958777 0.760763 0.954945 0.959768 0.603528 0.976499 0.97595 0.616992 0.97724 0.981317 0.610262 0.987322 0.984409 0.616655 0.975721 0.976225 0.595345 0.978435 0.984258 0.600643 0.978091 0.984494 0.594546 -0.64201 -0.583215 -1.292746 0.974766 0.976596 0.972058 0.60437 0.97068 0.611055 0.974385 0.975968 0.707183 0.978138 0.978878 0.701338 0.972484 0.971559 0.716485 0.973541 0.975165 0.714111 0.974458 0.973143 0.711768 0.717177 0.707684 0.282308 0.946091 0.947064 0.692169 0.973443 0.974936 0.723641 0.973149 0.973175 0.707109 0.981624 0.978238 0.700369 Table E.4: Powerex IGBT #1 R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 68.8 1 68.8 2 68.8 3 68.8 4 68.8 5 68.8 6 68.8 7 68.8 8 68.8 9 68.8 10 140 1 140 2 140 3 140 4 140 5 140 6 140 7 140 8 140 9 140 10 208 1 208 2 208 3 208 4 208 5 208 6 208 7 208 8 208 9 208 10 235 1 235 2 235 3 235 4 235 5 235 6 235 7 235 8 235 9 235 10 142 VCE R2 I C R2 VGE R2 0.972658 0.971605 0.739478 0.959948 0.962333 0.72473 0.970493 0.971609 0.739018 0.965911 0.968756 0.723762 0.975444 0.978809 0.73488 0.96866 0.971959 0.731802 0.968517 0.969613 0.73724 0.975602 0.974613 0.735576 0.965535 0.963522 0.735417 0.971871 0.969564 0.73733 0.960309 0.965185 0.703033 0.968574 0.972457 0.710319 -0.54967 -0.46635 -1.10976 0.948598 0.942651 0.7077 0.961417 0.958455 0.706924 0.957852 0.96242 0.703335 0.962853 0.968067 0.711557 0.953242 0.957832 0.700946 0.96265 0.969675 0.710019 0.965668 0.968771 0.711352 0.955569 0.950266 0.722825 -0.59201 -0.612152 -1.236781 0.976426 0.972017 0.726983 0.976531 0.973257 0.720495 0.966996 0.973121 0.714116 -0.58698 -0.536492 -1.252974 0.975842 0.968559 0.721489 -0.59019 -0.563149 -1.21822 -0.58908 -0.723765 -1.252402 -0.59179 -0.803346 -1.300433 0.980667 0.98616 0.72017 0.959618 0.962823 0.695756 0.959993 0.967143 0.687899 0.980647 0.980193 0.717783 0.979438 0.972394 0.717448 0.962575 0.965504 0.69027 -0.5997 -0.667981 -1.276694 0.964491 0.968249 0.689969 0.97932 0.983562 0.717535 0.980343 0.9809 0.718613 Table E.5: Powerex IGBT #2 R2 values 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 304 304 304 304 304 304 304 304 304 304 596 596 596 596 596 596 596 596 596 596 720 720 720 720 720 720 720 720 720 720 736 736 736 736 736 736 736 736 736 736 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 143 VCE R2 IC R2 VGE R2 0.957072 0.991292 0.647956 0.956389 0.991053 0.741522 0.960689 0.990376 0.731128 0.961262 0.990101 0.676077 0.955855 0.990349 0.723979 0.96097 0.990511 0.69053 0.965096 0.991652 0.666093 0.960724 0.990304 0.722239 0.958904 0.991371 0.737238 0.959321 0.990991 0.73184 0.972045 0.987362 0.587905 0.974608 0.989428 0.593373 0.973118 0.990143 0.573038 0.975019 0.98956 0.61099 0.975289 0.989629 0.483429 0.970714 0.98653 0.505883 0.973511 0.989778 0.608335 0.974898 0.99011 0.722315 0.975492 0.989245 0.56875 0.972918 0.989811 0.54903 0.979012 0.988475 0.804013 0.977677 0.987754 0.813989 0.980161 0.987618 0.831322 0.980086 0.98743 0.845195 0.979995 0.986535 0.821746 0.978914 0.986719 0.820237 0.98016 0.987005 0.793965 0.981632 0.987453 0.826734 0.9812 0.987302 0.81764 0.980194 0.987162 0.810678 0.978073 0.985998 0.793877 0.980574 0.985491 0.806174 0.979596 0.984753 0.819843 0.976213 0.98479 0.795485 0.980824 0.985513 0.787127 0.980528 0.984755 0.792087 0.979477 0.985775 0.825032 0.979197 0.985732 0.770611 0.979176 0.98519 0.802682 0.976619 0.985713 0.8049 Table E.6: Powerex IGBT #2 R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 212 212 212 212 212 212 212 212 212 212 424 424 424 424 424 424 424 424 424 424 624 624 624 624 624 624 624 624 624 624 688 688 688 688 688 688 688 688 688 688 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 144 VCE R2 IC R2 VGE R2 0.977052 0.979616 0.778061 0.97633 0.993089 0.803275 0.976903 0.9929 0.795248 0.973083 0.992687 0.828589 0.969789 0.989598 0.809099 0.970614 0.991085 0.806981 0.970902 0.991242 0.819254 0.973323 0.992479 0.826941 0.970711 0.992476 0.815518 0.973444 0.991427 0.791846 0.978147 0.988528 0.771764 0.975256 0.978403 0.694558 0.975602 0.985872 0.748647 0.976494 0.984047 0.759419 0.979589 0.989283 0.752721 0.97919 0.987243 0.69777 0.977344 0.986731 0.662475 0.980315 0.989706 0.745678 0.975801 0.986007 0.65051 0.976285 0.985707 0.686547 0.983532 0.988965 0.60414 0.982577 0.988818 0.574515 0.983724 0.989424 0.633755 0.981453 0.988576 0.586692 0.983071 0.989756 0.583179 0.980749 0.989283 0.654623 0.983248 0.989092 0.650829 0.982691 0.989301 0.724335 0.982812 0.988239 0.590915 0.983438 0.988967 0.575046 0.985554 0.989219 0.826521 0.985667 0.989367 0.816972 0.983952 0.988144 0.813425 0.985523 0.989828 0.816519 0.986051 0.989784 0.80417 0.985255 0.989597 0.820003 0.987192 0.990465 0.800348 0.985172 0.989545 0.819996 0.986647 0.989801 0.779844 0.984088 0.989736 0.82089 Table E.7: Powerex IGBT #2 R2 values (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 106.4 1 106.4 2 106.4 3 106.4 4 106.4 5 106.4 6 106.4 7 106.4 8 106.4 9 106.4 10 212 1 212 2 212 3 212 4 212 5 212 6 212 7 212 8 212 9 212 10 320 1 320 2 320 3 320 4 320 5 320 6 320 7 320 8 320 9 320 10 372 1 372 2 372 3 372 4 372 5 372 6 372 7 372 8 372 9 372 10 145 VCE R2 IC R2 VGE R2 0.985874 0.990314 0.839577 0.982858 0.990927 0.824254 0.98296 0.990552 0.839068 0.983696 0.990473 0.827022 0.984007 0.991144 0.824636 0.984034 0.991815 0.832426 0.983172 0.991197 0.832645 0.982439 0.989999 0.831984 0.984138 0.99014 0.835378 0.984176 0.990069 0.822321 0.985746 0.990359 0.830223 0.988013 0.990836 0.83423 0.988095 0.991132 0.828992 0.985775 0.990058 0.829025 0.987652 0.990817 0.82857 0.986618 0.991305 0.826846 0.987401 0.991258 0.835767 0.988339 0.991531 0.986296 0.83226 0.99025 0.827452 0.987679 0.988974 0.833995 0.994802 0.995789 0.785071 0.99403 0.993135 0.806132 0.990972 0.995763 0.822043 0.994908 0.995908 0.805797 0.990513 0.991336 0.811495 0.994839 0.99503 0.788036 0.991729 0.996309 0.800081 0.993155 0.995359 0.803906 0.994962 0.996639 0.796093 0.992122 0.993288 0.833163 0.989884 0.989739 0.786346 0.989714 0.989673 0.761376 0.989733 0.990414 0.77377 0.989438 0.990178 0.739598 0.98924 0.99048 0.750953 0.989866 0.99017 0.784795 0.990161 0.98995 0.753622 0.990059 0.989702 0.729837 0.989846 0.989914 0.721761 0.989776 0.989392 0.737481 Table E.8: Powerex IGBT #2 R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 132 132 132 132 132 132 132 132 132 132 200 200 200 200 200 200 200 200 200 200 234 234 234 234 234 234 234 234 234 234 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 146 VCE R2 IC R2 VGE R2 0.989388 0.992531 0.794234 0.988185 0.99344 0.824297 0.988099 0.992302 0.814809 0.984517 0.988989 0.811736 0.986025 0.991968 0.831308 0.989064 0.992887 0.815421 0.989772 0.992262 0.819834 0.987544 0.9932 0.832115 0.985045 0.990344 0.811351 0.989756 0.99334 0.816583 0.992304 0.983653 0.854731 0.992453 0.991872 0.857226 0.996108 0.992893 0.848396 0.994112 0.992355 0.851906 0.995545 0.991179 0.840707 0.994767 0.990119 0.849648 0.995871 0.991456 0.848681 0.994766 0.992319 0.849303 0.993501 0.990714 0.85572 0.995511 0.993226 0.843109 0.994257 0.993617 0.846126 0.993864 0.993103 0.845438 0.995186 0.994467 0.841978 0.994852 0.990161 0.847394 0.994363 0.99382 0.839036 0.995529 0.992867 0.847088 0.989244 0.98976 0.860391 0.99558 0.991328 0.849481 0.995151 0.994206 0.84344 0.994835 0.993739 0.840472 0.994978 0.990413 0.846879 0.997155 0.995398 0.848435 0.996279 0.995118 0.848775 0.996282 0.994593 0.843164 0.997091 0.995939 0.852542 0.995938 0.996198 0.852968 0.995917 0.989401 0.854163 0.996183 0.994858 0.850226 0.996448 0.995708 0.848278 0.997057 0.995346 0.838323 Table E.9: Powerex IGBT #3 R2 values 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 304 304 304 304 304 304 304 304 304 304 592 592 592 592 592 592 592 592 592 592 720 720 720 720 720 720 720 720 720 720 736 736 736 736 736 736 736 736 736 736 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 147 VCE R2 IC R2 VGE R2 0.958183 0.991377 0.724443 0.965489 0.991031 0.677134 0.963889 0.991178 0.73105 0.964971 0.990295 0.720982 0.963049 0.990804 0.689437 0.966865 0.992597 0.671012 0.961958 0.992042 0.731335 0.965627 0.992286 0.736775 0.961146 0.99031 0.693556 0.961884 0.990807 0.688032 0.974541 0.989494 0.709486 0.974633 0.989631 0.528427 0.974728 0.989757 0.607465 0.971367 0.988074 0.531334 0.975189 0.989755 0.561757 0.974224 0.989375 0.657698 0.971895 0.989242 0.556139 0.973054 0.989041 0.475543 0.971829 0.989137 0.579469 0.974095 0.989369 0.558437 0.97958 0.986853 0.775957 0.979702 0.98615 0.80687 0.979905 0.9864 0.819 0.978805 0.985221 0.791305 0.98028 0.986101 0.79568 0.980848 0.986467 0.786348 0.979876 0.985822 0.798318 0.978175 0.985846 0.808831 0.979971 0.986849 0.809154 0.978689 0.986695 0.802247 0.980749 0.98449 0.781859 0.979495 0.983672 0.764922 0.979919 0.986246 0.80321 0.980372 0.985774 0.80219 0.978033 0.983093 0.748843 0.98151 0.986139 0.815119 0.98055 0.985853 0.747223 0.980335 0.986167 0.771376 0.98048 0.985814 0.799845 0.98158 0.986073 0.78753 Table E.10: Powerex IGBT #3 R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 210 210 210 210 210 210 210 210 210 210 424 424 424 424 424 424 424 424 424 424 616 616 616 616 616 616 616 616 616 616 696 696 696 696 696 696 696 696 696 696 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 148 VCE R2 IC R2 VGE R2 0.971259 0.990882 0.752777 0.973713 0.989824 0.76144 0.973669 0.994613 0.741074 0.969326 0.989791 0.755932 0.972341 0.989452 0.731211 0.976024 0.993586 0.725859 0.972666 0.993047 0.78386 0.974853 0.994151 0.750201 0.970702 0.991143 0.763126 0.9725 0.992243 0.76313 0.980004 0.988815 0.643249 0.977977 0.988413 0.603397 0.982284 0.990997 0.658381 0.981542 0.992314 0.676799 0.979551 0.988825 0.619957 0.982396 0.991731 0.66086 0.981938 0.991308 0.61987 0.980511 0.988589 0.700568 0.980425 0.989904 0.632191 0.980368 0.98995 0.984888 0.99118 0.643987 0.985008 0.990951 0.71976 0.61952 0.98503 0.992103 0.514678 0.984905 0.991611 0.694654 0.98493 0.991282 0.663131 0.985509 0.991589 0.625959 0.98495 0.992253 0.581666 0.984512 0.99177 0.630247 0.985156 0.990922 0.55627 0.983955 0.991425 0.547564 0.983474 0.984558 0.790053 0.981972 0.987647 0.816828 0.985369 0.987454 0.801755 0.984605 0.989008 0.821498 0.982921 0.988019 0.825022 0.983485 0.988575 0.809881 0.982538 0.987469 0.836973 0.981819 0.987696 0.848099 0.983638 0.987271 0.828463 0.982542 0.988833 0.84908 Table E.11: Powerex IGBT #3 R2 values (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 106.4 1 106.4 2 106.4 3 106.4 4 106.4 5 106.4 6 106.4 7 106.4 8 106.4 9 106.4 10 212 1 212 2 212 3 212 4 212 5 212 6 212 7 212 8 212 9 212 10 320 1 320 2 320 3 320 4 320 5 320 6 320 7 320 8 320 9 320 10 372 1 372 2 372 3 372 4 372 5 372 6 372 7 372 8 372 9 372 10 149 VCE R2 IC R2 VGE R2 0.980877 0.984406 0.848462 0.976383 0.990085 0.843148 0.979667 0.988775 0.84484 0.978942 0.988642 0.842741 0.978823 0.990367 0.845111 0.976767 0.988432 0.824896 0.976308 0.990312 0.837677 0.978608 0.990002 0.840995 0.978616 0.990123 0.836471 0.979807 0.989168 0.83861 0.986519 0.986388 0.853041 0.982886 0.989415 0.847357 0.983527 0.989929 0.860355 0.981103 0.989949 0.861717 0.985285 0.989689 0.848882 0.985043 0.987665 0.846184 0.976305 0.985977 0.856164 0.981437 0.987067 0.851822 0.983452 0.989862 0.85515 0.983813 0.989032 0.859001 0.990487 0.993354 0.828068 0.992514 0.995361 0.821301 0.99337 0.995433 0.798991 0.992992 0.99502 0.809304 0.992918 0.99558 0.785407 0.985359 0.99381 0.828307 0.994059 0.996267 0.816769 0.99392 0.995396 0.814095 0.990463 0.995018 0.812663 0.992069 0.995767 0.821822 0.989947 0.990779 0.756843 0.990379 0.990768 0.784362 0.990222 0.991341 0.777829 0.990447 0.990956 0.765436 0.990342 0.991084 0.751532 0.990367 0.991123 0.745888 0.990348 0.991306 0.770029 0.989827 0.991636 0.771963 0.989764 0.990996 0.764063 0.990325 0.990732 0.775638 Table E.12: Powerex IGBT #3 R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 67.2 132 132 132 132 132 132 132 132 132 132 200 200 200 200 200 200 200 200 200 200 234 234 234 234 234 234 234 234 234 234 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 150 VCE R2 IC R2 VGE R2 0.984259 0.995541 0.847714 0.983685 0.987396 0.853641 0.979193 0.981049 0.850277 0.980362 0.968361 0.847576 0.977651 0.989111 0.852099 0.976902 0.99459 0.852229 0.982427 0.995121 0.848509 0.984097 0.994568 0.854367 0.974335 0.984435 0.850786 0.980412 0.995169 0.854024 0.98957 0.990644 0.846248 0.990884 0.992495 0.850069 0.995058 0.994702 0.841526 0.993006 0.989828 0.846653 0.993547 0.989615 0.846419 0.99306 0.993483 0.846766 0.990276 0.992894 0.843933 0.987542 0.99008 0.847251 0.993736 0.992276 0.845807 0.995343 0.991711 0.844513 0.992482 0.991584 0.846199 0.990019 0.994835 0.829309 0.993565 0.993684 0.839057 0.991102 0.991872 0.815307 0.994107 0.99313 0.827031 0.993924 0.989796 0.830448 0.995025 0.99429 0.843097 0.993674 0.993604 0.834644 0.993306 0.993103 0.839013 0.992728 0.993311 0.843991 0.99168 0.994392 0.851696 0.992025 0.996914 0.839883 0.988253 0.988565 0.855016 0.993904 0.989796 0.85109 0.996225 0.993932 0.836478 0.994045 0.994525 0.83984 0.987091 0.990734 0.85493 0.991896 0.99382 0.827767 0.993505 0.995106 0.83384 0.991509 0.995525 0.845934 Table E.13: IXYS IGBT R2 values 3Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 288 288 288 288 288 288 288 288 288 288 352 352 352 352 352 352 352 352 352 352 364 364 364 364 364 364 364 364 364 364 368 368 368 368 368 368 368 368 368 368 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 151 VCE R2 IC R2 VGE R2 0.954427 0.965185 0.327454 0.921926 0.947574 0.354599 0.923951 0.949378 0.37971 0.925085 0.948335 0.354907 0.926693 0.946957 0.363618 0.923854 0.946015 0.350461 0.927657 0.940534 0.371713 0.92768 0.951601 0.33916 0.925186 0.946013 0.371229 0.925585 0.949252 0.340604 0.966563 0.979373 0.358838 0.970714 0.975316 0.329467 0.962146 0.975344 0.331602 0.961304 0.974849 0.346761 0.973103 0.972159 0.349889 0.970173 0.974018 0.387414 0.973246 0.976744 0.351518 0.957753 0.978422 0.352113 0.976437 0.974546 0.352677 0.967346 0.97816 0.336489 0.974226 0.972681 0.346119 0.96691 0.975661 0.334753 0.970788 0.965793 0.330962 0.968801 0.97001 0.35527 0.963181 0.969603 0.371838 0.97607 0.968873 0.347198 0.966748 0.973019 0.33377 0.968033 0.968045 0.328472 0.971725 0.971291 0.33782 0.964824 0.973504 0.327177 0.974532 0.971085 0.37808 0.967307 0.972142 0.385068 0.962147 0.971588 0.387301 0.955271 0.973149 0.363793 0.964376 0.972637 0.351633 0.970097 0.973457 0.356675 0.963402 0.97661 0.372793 0.968226 0.971713 0.386555 0.968974 0.974597 0.380946 0.966101 0.971479 0.37653 Table E.14: IXYS IGBT R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 4.5 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 202 202 202 202 202 202 202 202 202 202 332 332 332 332 332 332 332 332 332 332 356 356 356 356 356 356 356 356 356 356 364 364 364 364 364 364 364 364 364 364 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 152 VCE R2 IC R2 0.885886 0.880933 VGE R2 0.32167 0.890328 0.882416 0.342919 0.90221 0.893138 0.345592 0.893098 0.885823 0.344389 0.889735 0.882667 0.326675 0.890289 0.898568 0.329412 0.89156 0.891624 0.329402 0.907347 0.911793 0.307651 0.888648 0.887121 0.320519 0.889837 0.880994 0.328249 0.971863 0.982155 0.339633 0.973524 0.976318 0.353706 0.976973 0.973431 0.35711 0.974755 0.980905 0.948328 0.976101 0.974981 0.331443 0.971656 0.980498 0.333981 0.975161 0.980996 0.356782 0.972705 0.975598 0.351082 0.972637 0.973273 0.366515 0.973458 0.984399 0.353347 0.972203 0.974017 0.376587 0.973239 0.977465 0.364139 0.974409 0.97634 0.364214 0.964752 0.978496 0.374489 0.9741 0.978569 0.389149 0.971556 0.979588 0.373687 0.974263 0.977007 0.355335 0.976018 0.973817 0.384335 0.971833 0.975729 0.380241 0.972103 0.967679 0.388626 0.970268 0.978467 0.380126 0.966205 0.975353 0.389719 0.966935 0.976205 0.344756 0.97288 0.97285 0.382233 0.971727 0.975982 0.372107 0.965331 0.977799 0.370663 0.969196 0.96732 0.387582 0.973446 0.979055 0.386235 0.977469 0.96957 0.393386 0.972966 0.971947 0.387764 Table E.15: IXYS IGBT R2 values (continued) 9Ω Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic 104 104 104 104 104 104 104 104 104 104 210 210 210 210 210 210 210 210 210 210 304 304 304 304 304 304 304 304 304 304 328 328 328 328 328 328 328 328 328 328 Shot # 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 1 2 3 4 5 6 7 8 9 10 153 VCE R2 IC R2 VGE R2 0.948589 0.949542 0.844192 0.93901 0.939611 0.836964 0.944661 0.947504 0.842848 0.898425 0.89208 0.782059 -0.9571 -0.871198 -1.449647 0.939877 0.938856 0.832472 0.944693 0.951839 0.83989 0.949987 0.938816 0.850118 0.940356 0.948704 0.834623 0.945624 0.947346 0.844192 0.949447 0.949806 0.847696 0.939019 0.938328 0.838874 0.948687 0.950467 0.846482 0.948611 0.953482 0.843759 0.948214 0.948993 0.847246 0.95134 0.95529 0.848443 0.946221 0.956532 0.843956 0.933699 0.925652 0.830273 0.943162 0.931407 0.84207 0.953771 0.95681 0.847292 0.954261 0.9627 0.880288 0.95347 0.958053 0.869421 0.951091 0.949328 0.879504 0.953152 0.957619 0.949365 0.87429 0.95415 0.870919 0.953134 0.953933 0.877099 0.968774 0.963719 0.89289 0.952916 0.966476 0.876342 0.954018 0.952685 0.863714 0.951849 0.959844 0.872888 0.980003 0.982069 0.92967 0.981075 0.973505 0.927509 0.980086 0.980667 0.930726 0.978951 0.987282 0.929598 0.980074 0.979024 0.93264 0.980558 0.986103 0.927707 0.979791 0.984907 0.930487 0.978494 0.97633 0.928615 0.979366 0.978295 0.927173 0.979656 0.973514 0.92914 Table E.16: IXYS IGBT R2 values (continued) Vce 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 2000 2000 2000 2000 2000 2000 2000 2000 2000 2000 15 Ω 3000 3000 3000 3000 3000 3000 3000 3000 3000 3000 3500 3500 3500 3500 3500 3500 3500 3500 3500 3500 Ic Shot # 63.2 1 63.2 2 63.2 3 63.2 4 63.2 5 63.2 6 63.2 7 63.2 8 63.2 9 63.2 10 126 1 126 2 126 3 126 4 126 5 126 6 126 7 126 8 126 9 126 10 190 1 190 2 190 3 190 4 190 5 190 6 190 7 190 8 190 9 190 10 222 1 222 2 222 3 222 4 222 5 222 6 222 7 222 8 222 9 222 10 154 VCE R2 IC R2 VGE R2 -1.08766 -1.271015 -1.489065 0.96483 0.944875 0.840991 -0.91456 -1.057673 -1.369561 0.956165 0.956136 0.829943 0.959434 0.949376 0.832938 0.959367 0.959446 0.833776 0.960342 0.956821 0.834038 0.960104 0.951316 0.830393 0.952305 0.95201 0.829097 0.963246 0.961469 0.837227 0.954841 0.948289 0.838224 0.953581 0.952048 0.836748 0.982587 0.98042 0.868805 0.977129 0.97299 0.869897 0.962324 0.960003 0.845077 0.983314 0.981285 0.870811 0.957898 0.956001 0.83799 0.957344 0.954264 0.837478 0.95422 0.953281 0.832727 0.978666 0.971485 0.860143 0.956078 0.953505 0.403514 0.909913 0.891104 0.49056 0.909103 0.895492 0.491686 0.94183 0.934048 0.432441 0.959226 0.941579 0.41506 0.959053 0.936254 0.40329 0.959619 0.958105 0.412455 0.943542 0.946411 0.427949 0.946696 0.923803 0.438119 0.90932 0.910108 0.483532 -1.21795 -1.266581 -1.719735 0.954912 0.94597 0.780313 -1.25474 -1.412497 -1.76396 0.954068 0.945791 0.781706 0.952005 0.947621 0.784641 0.974156 0.964048 0.808092 -1.20493 -1.304989 0.958018 -1.71669 0.95372 0.782359 0.955877 0.946721 0.782281 0.950047 0.940379 0.772625 Bibliography [1] W.C. 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