energies Article A New Impedance-Based Main and Backup Protection Scheme for Active Distribution Lines in AC Microgrids Seyyed Mohammad Nobakhti 1 , Abbas Ketabi 1, * 1 2 * and Miadreza Shafie-khah 2, * Department of Electrical and Computer Engineering, University of Kashan, Kashan 8731753153, Iran; nowbakhti@gmail.com School of Technology and Innovations, University of Vaasa, 65200 Vaasa, Finland Correspondence: aketabi@kashanu.ac.ir (A.K.); miadreza.shafiekhah@univaasa.fi (M.S.-k.) Abstract: Microgrids active characteristics such as grid-connected or islanded operation mode, the distributed generators with an intermittent nature, and bidirectional power flow in active distribution lines lead to malfunction of traditional protection schemes. In this article, an impedance-based fault detection scheme is proposed as the main protection of microgrids by applying the proposed equivalent circuits for doubly-fed lines. In this scheme, relay location data and positive sequence voltage absolute value of the other end of the line are used. It can detect even high impedance faults in grid-connected and islanded modes. It is robust against load and generation uncertainties and network reconfigurations. Low sampling rate and minimum data exchange are among the advantages of the proposed scheme. Moreover, a backup protection scheme based on the conductance variations is suggested. No requirement for the communication link is a distinguished advantage of the proposed backup protection scheme. The proposed schemes have been simulated using PSCAD and MATLAB software and the results confirmed their validity. Keywords: backup protection; distributed generation; distribution network; fault detection; impedance-based protection; main protection; microgrid Citation: Nobakhti, S.M.; Ketabi, A.; Shafie-khah, M. A New Impedance-Based Main and Backup Protection Scheme for Active Distribution Lines in AC Microgrids. Energies 2021, 14, 274. https:// doi.org/10.3390/en14020274 Received: 22 November 2020 Accepted: 31 December 2020 Published: 6 January 2021 Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 1. Introduction Distributed generators (DGs) interconnected to distribution networks form a type of power system called microgrid. Generally, microgrid(s) are composed of medium & low voltage distribution system(s) equipped with DGs and loads, which can operate in grid-connected and islanded modes in a controlled coordinated way. Increasing reliability and resilience of power systems mainly is followed by this feature [1,2]. Despite the advantages of microgrids, large-scale implementation of microgrids results in challenges in their control, conservation, and harmony with the main grid. The traditional protection strategies cannot be applied for microgrids because of bidirectional power flow in feeders, the existence of looped feeder(s), and significantly decreasing magnitude of the fault current in the islanded mode especially for the power inverter-interfaced DGs [3]. Also, the operation of reclosers in active distribution networks is challenging. For a temporary fault in distribution networks, reclosers operate in a fast mode, and isolate faulty section, for fault self-clearing. However, in the active distribution networks, in order to ensure the correct operation of automatic reclosing, DGs have to be disconnected entirely before reconnecting. When a DG remains to operate after a fault, there may be two problems if the utility was reconnected after a short interruption. Firstly, the fault may not have been cleared because of arc feeding by DG. So, the instantaneous reclosing may not be succeeded. Second, the frequency may change in the islanded part of the distribution grid because of active power imbalance. In this case, coupling two asynchronously operating systems with active sources on both sides of one recloser by reclosing switch results in the failure of the attempt [4,5]. 4.0/). Energies 2021, 14, 274. https://doi.org/10.3390/en14020274 https://www.mdpi.com/journal/energies Energies 2021, 14, 274 2 of 24 Thus, new intelligent industrial electronic devices composed with communicationbased protection schemes and synchro-phasor measurement technology present more active and adaptive practical methods to solve the above-mentioned matters [6]. However, fault detection using the communication link especially in the backup protection needs to communicate data with the adjacent lines which increases the volume of required data exchanges and costs. Moreover, it does not operate in the link disconnection. Therefore, backup fault detection methods based on one line-end data shall be more valuable. Generally, there are two classes for microgrids protection schemes. First, schemes that change the network behavior during the fault in order to correct the operation of conventional protection ones, are called network modifying-based schemes. Second, modified protection schemes according to microgrids behaviors are named protective strategybased schemes. 1.1. Network Modifying-Based Schemes By altering grid-connected to islanded mode and vice versa in microgrids, significant fault current level changes are observed. In [2] modification of grounding strategy was proposed to prevent mal-operation of conventional protection systems, and correct operation conditions of relays were met by low investment. External devices such as fault current limiters, flywheels, batteries, ultra-capacitors, and devices installed between the main grid and microgrid, are used by some protection strategies for modifying fault level in order to decrease the contribution of fault current from the main grid. Generally, these schemes are expensive [7–9]. A protection scheme was proposed in [10] for the looped microgrids with conventional protection. By measuring indirectly microgrid impedance, faults were detected. Then, DGs modified their control for injecting a current proportional to measured microgrid impedance, based on a droop curve. So, DGs nearer to fault injected a relatively bigger current, and paved the way to elective coordination of relays. 1.2. Protective Strategy-Based Schemes Protective strategy-based schemes consist of several microgrid protection ones. Adaptive schemes, as a group in this class, include automatic readjustment of relays settings when microgrid alters from grid-connected mode to islanded mode and vice versa [11,12]. In [1], a protection scheme for radial and looped microgrids in both grid-connected and islanded modes based on positive sequence impedance using Phasor Measurement Units (PMUs) with a digital communication system was presented. Yet, updating pickup relays values based on upstream and downstream tantamount positive-sequence impedances of any line after a change of microgrid configuration was necessary. Reference [13] describes an adaptive protection system monitoring, in which operating modes of microgrid, was the basis of relays settings online updating. Communication links were applied for collecting data from smart electronic devices, and sending data to a central controller for real-time analysis. Replacing all existing relays with adaptive ones is expensive. Moreover, communication systems are necessary. Additionally, upgrading the present protection schemes of distribution systems is required. In differential-based schemes (as another group) currents arriving and departing protected zone are compared. If the differential between these currents becomes more than a preset threshold, these schemes operate. Two main subjects including voltage and frequency control, also protection were investigated in [14]. In this scheme, differential relays at two ends of every line were employed. Microgrid in both grid-connected and islanded operation modes was protected by these relays. Sortomme and et al. in [15] suggested a differential protection scheme on the basis of principles of synchronized phasor measurements and microprocessor relays. Here, primary protection for one feeder was depended on the instantaneous differential protection. If two samples absolute values were higher than the trip preset threshold, a tripping signal is produced. In [16], on the Energies 2021, 14, 274 3 of 24 basis of a variable tripping time differential protection, a multi-agent microgrid protection scheme was proposed. It operated in grid-connected and islanded modes. Furthermore, in [17], applying discrete Fourier transform, the differential characteristics were extracted from fault current and voltage and for deciding finally, a decision-tree data mining model was proposed. Usually, in the differential schemes synchronized measurements and communication infrastructures are required, and imbalanced loads and transients may affect protection. Some voltage-based protection schemes are based on positive sequence component detection of fundamental voltage. In some others, the waveforms of three-phase voltages are transformed into (d–q) reference frame. A protection technique was proposed in [18] based on the effect of different fault types on Park components of voltage to protect microgrids. Variation of the differential angles of bus voltages with the point of common coupling voltage was applied for protection schemes in [19]. Here, measuring synchronously voltages angles of several buses was needed. This scheme detected faults in the microgrid but did not the faulty line. In these schemes, the fault type and the magnitude of voltage droop during fault affected response time. Therefore, these are mostly dependent on microgrids operation modes. Voltage fluctuations due to non-fault events in islanded operation mode may lead to incorrect protection of these schemes. There are other protection schemes based on overcurrent and symmetrical components. In [20] a three-stage communication assisted selectivity scheme was suggested. Moreover, an overcurrent relay characteristic for reducing the operating time of the overcurrent relay was proposed in [21]. Zamani and et al. in [22] used zero (0) and negative (-) sequence components of currents in the proposed protection scheme. Besides, in [23], the voltage unbalances were applied for the overcurrent function enhancement. Generally, these protection schemes greatly require wide-area communication systems. Distance protection schemes use impedance or admittance measurements for detecting faults efficiently. Here, if a fault occurred downstream of the bus where DGs were connected to the grid, the impedance seen by an upstream relay is higher than real fault impedance. This leads to increase fault distance apparently, because of the increased voltage owing to an added infeed at the common bus. This may cause incorrect distance relays performance [24]. The effects of intermediate infeed and fault resistance on the operation of distance relays in radial distribution feeders were examined in [25]. Moreover, their combined effect on distance protection was evaluated, and results concerning the appropriate operation of the relay were described. Reference [26] detected faults using the inverse-time tripping admittance. Moreover, an impedance differential scheme as the main protection and an inverse-time low-impedance scheme as backup protection was suggested in [27]. Moreover, reference [28] proposed a compensation scheme to eliminate errors caused by faults impedances and infeed currents. In [29], a voltage-free distance protection scheme compatible with closed-loop structures and inter infeed was suggested. It was based on measuring negative-sequence currents at relay location and unaffected by negative-sequence current suppressing converter-connected DGs and fault resistances. Reference [30] proposed an enhanced scheme based on time delay and zero-sequence impedance, too. Independence of fault level change in the grid-connected and islanded modes is the most significant advantage of these schemes, however, the fault resistance and the infeed caused by DGs may affect the measured impedance. Moreover, transient currents may lead to inaccurate measurements. So, there is a serious requirement for an impedance-based protection scheme with the minimum effects of infeed, fault impedance, and transient situations on its performance. In this article, novel main and backup impedance-based protection schemes in microgrids are proposed. Advantages of the suggested main scheme are: • • Proper operation in both grid-connected and islanded modes Independence of network reconfigurations Energies 2021, 14, 274 So, there is a serious requirement for an impedance-based protection scheme with So, there effects is a serious requirement for an impedance-based protectionon scheme with the minimum of infeed, fault impedance, and transient situations its perforthe minimum infeed, fault and transient situations its performance. In this effects article, of novel main andimpedance, backup impedance-based protectiononschemes in mance. In this article, novel main andofbackup impedance-based protection schemes in microgrids are proposed. Advantages the suggested main scheme are: proposed. Advantages of the suggested main scheme are: •microgrids Proper are operation in both grid-connected and islanded modes 4 of 24 •• •• ••• ••• ••• •• Proper operation in both grid-connected and islanded modes Independence of network reconfigurations Independence of faults network reconfigurations High impedance detection High impedance faults Short time Highresponse impedance faults detection detection Short response time Low sampling rate Short response time Low Minimum data rate exchange Low sampling sampling rate Minimum data Minimum data exchange exchange Also, the features of the backup protection scheme are similar to the main one, exAlso, the features backup scheme are to the one, cept in the capability of high fault detection. Moreover, the protection Also, the features of of the theimpedance backup protection protection scheme aresimilar similar tobackup the main main one,exexcept in the capability of high impedance fault detection. Moreover, the backup protection scheme does not require data exchange and communication links, which is a great merit. cept in the capability of high impedance fault detection. Moreover, the backup protection scheme not require data exchange and links, is merit. Thisdoes article Section 2 introduces sequence equivalent scheme does notcontains require the datafollowing exchangesections. and communication communication links, which which is aa great great merit. This contains the sections. Section circuits forarticle fault types, applied in the proposed scheme. In sequence Section 3,equivalent main and This article contains the following following sections.protection Section22introduces introduces sequence equivalent circuits in proposed protection In main backup impedance-based schemes for faults detection in scheme. the microgrid are 3, suggested. circuits for for fault fault types, types, applied applied in the the proposed protection scheme. In Section Section 3, main and and backup schemes detection in are suggested. The case impedance-based study for the implementation offaults the proposed schemes is in Section 4. Moreover, backup impedance-based schemesfor for faults detection in the the microgrid microgrid are suggested. The case for the isisin 4.4.Moreover, in Section 5, the proposed strategiesof evaluated by simulation in PSCAD and The case study study forthe theimplementation implementation ofare theproposed proposedschemes schemes inSection Section Moreover, in Section 5, the proposed strategies are evaluated by simulation in PSCAD and MATLAB Finally,strategies Section 6are includes the conclusion. in Sectionsoftware. 5, the proposed evaluated by simulation in PSCAD and MATLAB MATLAB software. Finally, Section 6the includes the conclusion. software. Finally, Section 6 includes conclusion. 2. Modified Equivalent Circuits for Doubly-Fed Lines During Faults 2.Modified Modified Equivalent Equivalent Circuits for for Doubly-Fed Doubly-Fed Lines During Faults 2. In this section, an Circuits equivalent sequence circuit for doubly-fed distribution lines, Ininthis section, ananequivalent sequence circuit for doubly-fed distribution lines, shown In section, equivalent sequence circuit for doubly-fed distribution lines, shown Figure 1, during short circuit faults has been discussed by using conventional in Figure 1, during short circuit faults has been discussed by using conventional equivalent shown in Figure 1, during equivalent sequence circuits.short circuit faults has been discussed by using conventional sequence circuits. equivalent sequence circuits. A I A A IB B IB B line line IA Figure 1. Doubly-fed line. Figure Figure1. 1.Doubly-fed Doubly-fedline. line. In the following, simplified positive sequence (SPS), simplified negative sequence the following, simplified positive sequence simplified negative sequence (SNS)In and sequence (SZS) equivalent circuits used in the proposed proIn thesimplified following,zero simplified positive sequence (SPS), (SPS), simplified negative sequence (SNS) and simplified zero sequence (SZS) equivalent circuits used in the proposed tection strategy are introduced. As shown Figure 2,circuits K represents fault < proK< (SNS) and zero sequence (SZS) in equivalent used in the location proposed(0protectection strategy introduced. shown in Figure 2, represents K represents fault location <K < tion areare introduced. AsAs shown inLL Figure 2, K fault location (0 (0 <K < 1) 1) andstrategy “i” is replaced by 3P (three-phase), (line-to-line), DLG (double-line-to-ground) 1) and is replaced (three-phase), LL (line-to-line), DLG (double-line-to-ground) and “i”“i” is(single replaced by by 3P 3P (three-phase), LLthe (line-to-line), (double-line-to-ground) and and SLG line-to-ground) based on fault type.DLG Positive sequence by “1”, negaand SLG (single based onby the fault type. Positive sequence “1”, SLGsequence (single line-to-ground) based on the fault type. Positive byZby “1”, negative tive by line-to-ground) “2”, and zero sequence “0” subscript will sequence be indexed. l and Znegal0 are tive sequence by and “2”, and sequence zero “0” subscript will be Z l and Z l0 are are sequence by “2”, zero by “0”by subscript will be Z indexed. Zt1,n and Z are positive positive and zero sequence linesequence impedance respectively. t,i, Z t0,i,indexed. V ,V t2,i and V t0,i l l0 and zero sequence line impedance respectively. Z , Z , V ,V and V are sequence positive and zero sequence line impedance respectively. Z t,i , Z t0,i , V t1,n ,V t2,i and V t0,i are sequence equivalent impedances and voltages that for fault types dist,i will t0,ibe explained t1,n t2,i t0,i equivalent impedances and voltages will be explained fault types distinctively. sequence equivalent impedances andthat voltages that will be for explained for fault types distinctively. tinctively. + + IA1 IA1 VA1-Vt1,i VA1--Vt1,i - (1-K)Zl (1-K)Zl KZl KZl IB1 IB1 + + + -V + VB1 t1,i VB1--Vt1,i Zt,i Zt,i VA2-Vt2,i VA2--Vt2,i - (a) (a) IA0 IA0 VA0-Vt0,i VA0--Vt0,i Zt0,i Zt0,i + - (1-K)Zl0 (1-K)Zl0 (1-K)Zl (1-K)Zl KZl KZl IB2 IB2 + + VB2-V t2,i VB2-V - t2,i Zt,i Zt,i - KZl0 KZl0 + IA2 IA2 (b) - (b) IB0 IB0 + + VB0-V t0,i VB0-V - t0,i (c ) - (c ) Figure2.2.(a) (a)SPS SPScircuit; circuit;(b) (b)SNS SNScircuit; circuit;(c) (c)SZS SZScircuit. circuit. Figure Figure 2. (a) SPS circuit; (b) SNS circuit; (c) SZS circuit. 2.1. Three-Phase Faults In this fault, three phases are connected to ground through resistance Rf . The equivalent circuit as shown in Figure 3 includes only the positive sequence. Energies 2021, 14, x FOR PEER REVIEW 5 of 23 2.1. Three-Phase Faults Energies 2021, 14, 274 In this fault, three phases are connected to ground through resistance Rf. The equiv2.1. Three-Phase Faults in Figure 3 includes only the positive sequence. alent circuit as shown 5 of 24 In this fault, three phases are connected to ground through resistance Rf. The equivalentIA1 circuit as shown in(1-K)Z Figure 3 includes only the positive sequence. IB1 KZl l + IA1 VA1 KZl Rf IB1 + VB1 (1-K)Zl +- +- VB1 Rf VA1 Figure 3. SPS equivalent circuit for 3P fault. - Comparing Figure 3 and Figure 2, the SPS equivalent circuit for this type of fault is Figure 3.3.SPS circuit for 3P Figure SPSequivalent equivalent circuit for 3Pfault. fault. obtained: ComparingFigure Figures32and andFigure 3, the SPS equivalent circuit for this type of fault Comparing 2, the SPS equivalent circuit for this typeisofobtained: fault is Z = R (1) obtained: t ,3 P f Zt,3P = Rf (1) ZVt ,3 P ==R0f (1) (2) t 1,3P Vt1,3P =0 (2) Due zero Vt 1,3P = 0sequence (2) Dueto tothe theabsence absenceof ofthe thenegative negativeand and zero sequencecomponents componentsin inthis thisfault faulttype, type, there are no SNS and SZS circuits. there are no SNS and SZS circuits. Due to the absence of the negative and zero sequence components in this fault type, 2.2. there are no SNSFaults and SZS circuits. 2.2.Line-to-Line Line-to-Line Faults In line-to-line(LL) (LL)fault, fault,two two lines connected through resistance Rfequiv. The In the line-to-line lines are are connected through resistance Rf . The 2.2. Line-to-Line Faults equivalent circuit contains positive and negative sequences as shown in Figure 4. alent circuit contains positive and negative sequences as shown in Figure 4. In the line-to-line (LL) fault, two lines are connected through resistance Rf. The equivalent positive sequences as shown in Figure 4. IA1 circuit (1-K)Zl and Inegative B1 KZcontains l + VA1 IA1 KZl Rf IB1 (1-K)Zl IB2 VB1 + VA2 (1-K)Zl IB2 VB1 +- +- VA1 + (1-K)Zl IA2 KZl IA2 KZl Rf + VB2 +- +- VA2 VB2 Figure 4.4.Sequence Figure Sequenceequivalent equivalentcircuits circuitsfor forLL LLfault. fault. - the circuit FigureBy 4. maintaining Sequence equivalent circuitssequence for LL fault. By maintaining the positive positive sequence circuit and and converting converting the voltage VA2 series A2 series with the voltage VB2Vseries withwith (1-K)Z their corresponding dependent current withKZ KZl and the voltage (1 l−toK)Z their corresponding dependent B2 series l and l to By maintaining the circuit and converting theequivalent voltage Vcircuit A2 series sources parallel thepositive impedance, and then simplifying, the SPS is current sources with parallel with thesequence impedance, and then simplifying, the SPS equivalent with KZisl and theZvoltage series with (1-K)Z l to their corresponding dependent current obtained where t,LL and VZB2 t1,LL are defined as follows: circuit obtained where and V are defined as follows: t,LL t1,LL sources parallel with the impedance, and then simplifying, the SPS equivalent circuit is Z t ,LL== RRas +K K((11− −K Zll (3) K))Z (3) obtained where Zt,LL and Vt1,LL areZdefined t,LL f f+follows: ( ) ( ) +KK K Vt1,LL ===(1R1− )V( 1A2− + ) Z l B2 VZ t ,LL + KV f− K V t1,LL A2 B2 (4) (3) (4) Similarly, by maintaining the negative sequence circuit and simplifying, SNS circuit is Similarly, by maintaining theVnegative circuit and simplifying, SNS circuit = 1 −sequence K VA 2 + KV (4) t1,LL B2 obtained, in which: is obtained, in which: Vt2LL = (1 − k)VA1 + K.VB1 (5) Similarly, by maintaining the negative sequence circuit and simplifying, SNS circuit (5) V = 1 − k V + K. V is obtained, in which: It should be mentioned that the SZS circuit does not exist in this fault type. It should be mentioned that the SZS circuit does not exist in this fault type. (5) 2.3. Single-Line-to-Ground V Faults = 1 − k V + K. V ItSingle-line-to-ground should be mentioned (SLG) that the SZSoccurs circuitwhen does not in connected this fault type. fault oneexist line is to the ground through resistance Rf . Figure 5 depicts the sequence equivalent circuits for this fault. Energies 2021, 14, x FOR PEER REVIEW 6 of 23 2.3. Single-Line-to-Ground Faults Energies 2021, 14, 274 6 of 24 Single-line-to-ground (SLG) fault occurs when one line is connected to the ground through resistance Rf. Figure 5 depicts the sequence equivalent circuits for this fault. IA1 (1-K)Zl KZl IB1 + + VA1 VB1 - - IA2 (1-K)Zl KZ l IB2 + + VA2 VB2 - - IA0 (1-K)Zl0 KZ l0 3Rf IB0 + + VA0 VB0 - - Energies 2021, 14, x FOR PEER REVIEW 7 of 23 Figure Figure5.5.Sequence Sequenceequivalent equivalentcircuits circuitsfor forSLG SLGfault. fault. By Bymaintaining maintainingthe thepositive positivesequence sequencecircuit circuitand and simplifying simplifyingtwo two other other sequence sequence circuits, way SNS and SZS are attained: circuits,SPS SPSisisobtained obtainedand andby bythe thesame same way SNS and SZS are attained: 3K ( 1 − K ) Z l 0 + 4R f M= (14) 3K 1 − K Z + Z + 5R ( )( ) = 3R + K 1 − K Z + Z (6) ZZ = 3R + K 1 − K Z + Z (6) ( )( ) l l 0 f t,SLG ff ll t ,SLG ll0 0 ( )( ) ( 1 +− KV)A0Z) −+ RK(VB2 + VB0 ) Vt1,SLG 1 − K)(3K VA2 Vt 1,SLG==−( N− =1 − K VA 2 + VA 0 l− K f VB2 + VB0 3KK()(1V −A1 K )( + )Z− ) + 5R Vt2,SLG = −(1 − + ZVlA0 l 0 K(VB1f + VB0 ) ( )( ) ( ) ( )( ) ( ) Vt 2 ,SLG = − 1 − K VA1 + VA 0 − K VB1 + VB0 Zt0,SLG in = 3R Similarly SZS circuit is achieved which: f + 2K(1 − K)Zl (7) (7) (15) (8) (8) (9) Z1t 0 − = 3RA1 + 2K ( 1)−− K)Z Vt0,SLG = −( (Vl B1 + VB2 ) ,SLGK)(V Kf 1+−VKA2 Z l +K 3R f Z t 0 ,DLG = 2.4. Double-Line-to-Ground V Faults = − 1− K V + V 2 − K V + V ( ) ) ( ) ( (9) (10) (16) (10) t 0 ,SLG A1 A2 B1 B2 Double-line-to-ground (DLG) fault takes place when two lines are connected through 1− K K resistance Rf and every line is connected through the ground. Figure 6 (17) = + resistance Vt 0 ,DLG VA1 + VA 2this VB1 + VBto 2 2.4. Double-Line-to-Ground Faults 2 this fault. 2 shows sequence equivalent circuits for Double-line-to-ground (DLG) fault takes place when two lines are connected through resistance Rf and every line is connected through this resistance to the ground. IA16 showsKZ IB1 f /3 fault. Figure sequence equivalent forRthis (1-K)Zl circuits l Zt,DLG, Vt1,DLG and Vt2,DLG will be determined based on the SNS and SPS equivalent + + circuits as follows: VA1 VB1 ( ( - IA2 + VA2 - KZl Z t ,DLG = )( ) ( ) ) ( 3K ( 1 − K )- Z l 0 + 4R f ) ( 3K ( 1 − K ) Z l + R f ) + 3 3IB2 ( 3K ( 1 − RKf)(/3Z l + Z l 0 ) + 5R f ) (1-K)Z l Rf (11) Vt 1,DLG = M ( ( 1 − K ) VA 2 + KVB2 ) + N ( ( 1 − K ) VA0 + KVB0 ) (12) Vt 2 ,DLG = M ( ( 1 − K ) VA1 + KVB1 ) + N ( ( 1 − K ) VA0 + KVB0 ) (13) + VB2 - IA0 IB0 (1-K)Zl0 KZl0 where M and N are defined as follows: 4Rf /3 + + VA0 VB0 - - Figure 6. 6. Sequence equivalent circuits circuits for for DLG DLG fault. fault. Figure Sequence equivalent 3. Proposed Protection Scheme for Distribution Lines 3.1. Main Protection Scheme In the previous section, SPS, SNS and SZS equivalent circuits were obtained for the fault types. UsingY-Δ transform, SPS and SNS circuits can be redesigned as Figure 7, as followed: Energies 2021, 14, 274 7 of 24 Zt,DLG , Vt1,DLG and Vt2,DLG will be determined based on the SNS and SPS equivalent circuits as follows: Zt,DLG = Rf (3K(1 − K)Z0 + 4Rf )(3K(1 − K)Zl + Rf ) + 3 3(3K(1 − K)(Z1 + Z10 ) + 5Rf ) (11) Vt1,DLG = M((1 − K)VA2 + KVB2 ) + N((1 − K)VA0 + KVB0 ) (12) Vt2,DLG = M((1 − K)VA1 + KVB1 ) + N((1 − K)VA0 + KVB0 ) (13) where M and N are defined as follows: M= 3K(1 − K)Zl0 + 4Rf 3K(1 − K)(Zl + Zl0 ) + 5Rf (14) N= 3K(1 − K)Zl + Rf 3K(1 − K)(Zl + Zl0 ) + 5Rf (15) Similarly SZS circuit is achieved in which: K(1 − K)Zl + 3Rf 2 (16) K (1 − K) (VA1 + VA2 ) + (VB1 + VB2 ) 2 2 (17) Zt0,DLG = Vt0,DLG = 3. Proposed Protection Scheme for Distribution Lines 3.1. Main Protection Scheme In the previous section, SPS, SNS and SZS equivalent circuits were obtained for the fault types. UsingY-∆ transform, SPS and SNS circuits can be redesigned as Figure 7, as followed: Energies 2021, 14, x FOR PEER REVIEW 8 of 23 Zt,i ZI,i = KZl + (18) 1−K K(1 − K)Z2l ZII,iR= Zl Moreover, + (19) sequence line impedance angle for f=0. Zt,i Figure 9 shows the magnitude and angle of ZII,LL will be equal to the positive sequence line impedance, in normal conditions. Zt,i However during faults, its angle Z variations are low. Moreover, its magnitude variation is (20) III,i = (1 − K).Zl + K low, except in small Rf. IA1 + VA1-Vt1,i ZIII,i ZI,i (a) IA2 IB1 ZII,i + + VB1-Vt1,i VA2-Vt2,i - - IB2 ZII,i + ZIII,i ZI,i VB2-Vt2,i - (b) Figure 7. 7. Transformed Transformed (a) (a) SPS and and (b) SNS circuit to equivalent delta. Figure Figures 8 and 9 show Rf -ZI,LL and Rf -ZII,LL curves for LL fault in several fault locations. According to Figure 8, the magnitude of ZI,LL increases by increasing Rf , therefore in normal conditions where Rf is infinite, ZI,LL is infinite and its angle is zero, But when a fault occurs, its magnitude decreases drastically and its angle increases up to positive sequence line impedance angle for Rf =0. Moreover, Figure 9 shows the magnitude and angle of ZII,LL will be equal to the positive sequence line impedance, in normal conditions. However during faults, its angle variations are low. Moreover, its magnitude variation is low, except in small Rf . These facts are true for other fault types. The proposed fault detection scheme is based on high reduction in ZI,i during the fault, compared to normal conditions. + IA1 IA1 VA1+-Vt1,i VA1-V - t1,i - Energies 2021, 14, 274 IB1 IB1 ZII,i ZII,i ZIII,i ZIII,i ZI,i ZI,i (a) (a) + VB1+-Vt1,i + IA2 IA2 VB1-V - t1,i VA2+-Vt2,i VA2-V - t2,i - - IB2 IB2 ZII,i ZII,i ZIII,i ZIII,i ZI,i ZI,i (b) (b) + VB2+-Vt2,i VB2-V - t2,i - 8 of 24 Figure 7. Transformed (a) SPS and (b) SNS circuit to equivalent delta. Figure 7. Transformed (a) SPS and (b) SNS circuit to equivalent delta. Figure 8. I,LL curve for several fault location. Figure 8.RRf-Z f -ZI,LL curve for several fault location. Figure 8. Rf-ZI,LL curve for several fault location. Figure 9. Rf-ZII,LL curve for several fault location. Figure 9. Rf-ZII,LL curve for several fault location. Figure 9. Rf -ZII,LL curve for several fault location. These facts are true for other fault types. The proposed fault detection scheme is These factsreduction are true in forZI,iother fault The proposed fault detection is based onapplying high during thetypes. fault, compared to normal conditions. By KCL and KVL in SZS and Figure 7 circuits, (21)–(23) arescheme obtained. In these basedBy onapplying high reduction in ZKVL I,i during the and fault,Figure compared to normal conditions. KCL and in SZS 7 circuits, (21)–(23) are obtained. equations Vt1,i , Vt2,i and Vt0,i are functions of K, Rf , the sequence voltages in theInline ends applyingVKCL and KVL SZS and Figure (21)–(23) are obtained. In t1,i, Vt2,i and Vt0,iinare functions of K,7Rcircuits, the sequence voltages in the line theseByequations and the sequence lineand impedances. Moreover, Kf,and Rf are substituted by line ZI,i and ZII,I Vt0,i are functions of K, RKf, and the sequence voltages in these Vt1,i, Vt2,i line ends equations and the sequence impedances. Moreover, Rf are substituted bythe ZI,i and according tosequence (18) and line (19).impedances. Obviously,Moreover, some of these will not by be Zused due to the ends and the K andequations Rf are substituted I,i and absence of zero or negative sequences for some fault types. IA1 = V − Vt1,n VA1 − VB1 + A1 ZII,n ZI,n V − Vt2,n VA2 − VB2 + A2 ZII,n ZI,n V − VA0 + K.Zl0 .IA0 VA0 − Vt0,n − K.Zl0 .IA0 − Zt0,n . IA0 + B0 =0 (1 − K).Zl0 IA2 = (21) (22) (23) As stated earlier, in normal conditions, ZI,i tends to be a real large number. If the absolute value of VB1 is extracted from (21)–(23) and equals with its value sent from end B, and ZII,i is replaced by its normal condition value (Zl ), an equation will be obtained in terms of ZI,i . By assuming ZI,i as a real number (as in normal conditions), two values can be obtained for ZI,i . one is negative that is ineligible and the other is infinite in normal conditions, and limited and positive during the fault. It is clear that during the fault, ZII,i is not exactly equal to Zl , So calculated ZI,I will include some errors. These can be ignored Energies 2021, 14, 274 9 of 24 because, in normal conditions, ZI,i is infinite and it is greatly reduced when a fault with limited resistance occurs. So, some errors for this value during the fault, it is acceptable. The Fault Detection Index (FDIi ) is defined as follows: Ci FDIi = log (24) ZI,i where Ci is a constant coefficient and considered a little greater than ZI,i in high impedance fault near the end B. In normal conditions FDIi is negative. It may become positive transiently for external faults. Hence, positive FDIi for consecutive M samples shall indicate fault occurrence. Therefore, in order to command the switches of terminal A, data including sequence voltages and currents of terminal A and the absolute value of the positive sequence voltage of terminal B are required. Sending minimum data from the other side of the line (only one parameter) reduces the amount of transmitted data. However, in the protection schemes so far, such as [27] it is usually necessary to send at least two parameters (magnitude and angle). So, data exchange reduces by 50% in the proposed scheme. Each line has two relays, one at the beginning and one at the end of the line. Therefore, in networks with a large number of lines, the data exchange volume will increase and this reduction is valuable. Moreover, the communication system may is used to exchange data in addition to the protection system data. Therefore, reducing the data exchange volume in the proposed protection system can make it possible to use the communication system in other applications. The nonlinearity of the line parameters often affects transient state studies. In distribution lines, due to the resistance is large compared to the reactance, the transient state is damped quickly. Therefore, the non-linearity of the line parameters does not affect the proposed scheme, which uses phasor quantities. Moreover, leakage current due to Energies 2021, 14, x FOR PEER REVIEW 10 of 23 insulators is very low and it does not affect the correct performance of the proposed scheme. However, because the proposed main protection scheme is capable to detect high resistance faults, if the leakage current increases due to pollution of insulators or their insulation Moreover, in [27] 3 plans to detect low, medium, andin high problems, the thescheme schemepresented may detect it asincluded a fault and command trip. The flowchart Figure resistance fault, but the proposed scheme detects all fault by one plan. 10 explains this scheme. m=0 Measurment of VA ,I A , VB1 no Calculate FDI i FDI i >0 no yes m=m+1 m=M yes Fault detection Figure 10. Flowchart of the proposed main protection scheme. Figure 10. Flowchart of the proposed main protection scheme. 3.2. Backup Protectionmain Scheme The proposed protection scheme can detect all types of faults, but the scheme preIn [27], theonly reactance seen from the beginning the lineand was applied for fault desented in [27] could detect single-phase to theofground two-phase ones. Moreover, tection. Under normal conditions, the positive impedance seen from the bethe scheme presented in [27] included 3 plans sequence to detect low, medium, and high resistance ginning ofthe theproposed line may scheme be different depending on one operation fault, but detects all fault by plan. modes of the microgrid (grid-connected or islanded) and, transition direction of the active and reactive power in the line. These different pre-fault conditions affect the during the fault impedance seen from the beginning of the line, when the fault is not solid. Therefore, the scheme proposed in [27] performed well for very low fault resistance, but it seriously is challenged for fault resistance partial increasing. In the distribution line in Figure 11, “DG” and “load” represent DGs total power and yes Fault detection Energies 2021, 14, 274 Figure 10. Flowchart of the proposed main protection scheme. 10 of 24 3.2. Backup Protection Scheme [27], the reactance seen from the beginning of the line was applied for fault de3.2. In Backup Protection Scheme tection.InUnder normal conditions, thethe positive sequence seen from thedetection. be[27], the reactance seen from beginning of the impedance line was applied for fault ginning of the line may be different depending on operation modes of the microgrid Under normal conditions, the positive sequence impedance seen from the beginning of the (grid-connected or islanded) and, transition direction of the active and reactive power in or line may be different depending on operation modes of the microgrid (grid-connected the line. These different pre-fault conditions affect the during the fault impedance seen difislanded) and, transition direction of the active and reactive power in the line. These from the beginning of the line, when the fault is not solid. Therefore, the scheme proferent pre-fault conditions affect the during the fault impedance seen from the beginning posed in [27] performed well for very low fault resistance, but it seriously is challenged of the line, when the fault is not solid. Therefore, the scheme proposed in [27] performed for fault resistance partial increasing. well for very low fault resistance, but it seriously is challenged for fault resistance partial In the distribution line in Figure 11, “DG” and “load” represent DGs total power and increasing. total load, in downstream of bus B, respectively. DG positive sequence admittance is YG1 In the distribution line in Figure 11, “DG” and “load” represent DGs total power and load positive sequence admittance is YD1. So, the equivalent positive sequence adand total load, in downstream of bus B, respectively. DG positive sequence admittance is mittance Yeq1 is: YG1 and load positive sequence admittance is YD1 . So, the equivalent positive sequence admittance Yeq1 is: Yeq1 = YD1 + YG1 = G eq1 + jBeq1 (25) Yeq1 = YD1 + YG1 = Geq1 + jBeq1 (25) where, the real and imaginary parts of Yeq1 are named Geq1 and Beq1. Moreover, positive where, the real and seen imaginary parts of Yeq1 are named Geq1 and Beq1 . Moreover, positive sequence admittance from bus A, represented by Ytot1 is considered: sequence admittance seen from bus A, represented by Ytot1 is considered: Ytot1 = Gtot1 + jBtot1 (26) Ytot1 = Gtot1 + jBtot1 (26) Gtot1 and Btot1 are real and imaginary part of Ytot1. A ... IA line B DG Load Figure Network with lumped downstream. Figure11. 11. Network with lumped downstream. Gtot1 and Btot1 are real and imaginary part of Ytot1 . In normal conditions, ignoring line impedance, Ytot1 is equal to Yeq1 , and according to Geq1 and Beq1 values, it may be at any point of the complex coordinate system. If a fault with resistance Rf occurred at line AB, regardless of the line impedance and Yeq1 changes during the fault, Rf becomes parallel to Yeq1 , so Ytot1 moves to the right at complex coordinate plane. By a lower Rf , admittance Ytot1 will move further to the right at complex coordinate plane. This conductance variation is defined as Conductance Variation Index (CVI) which is a basis for proposed fault detection scheme. CVI is shown in Figure 12 and obtained as follows: CVI = Gtot1 − Geq1 (27) In normal conditions, CVI is zero, and it increases during faults. By setting an appropriate threshold for CVI, the fault will be detected. Threshold value should be set in order not to recognize connecting a large load as a fault by protection system. Therefore, considering Sload,max as maximum sudden load increase, the threshold value CVIthr is obtained as follows: Sload,max CVIthr = 2 (28) VLL,rated where VLL,rated is rated line to line voltage of the network. In grid-connected mode, DGs inject constant powers and their output powers do not change as the load increases, so Yeq1 remains constant. However in islanded mode, as the network load increases, the power outputs of the DGs increase for supplying the added load. So, if Yeq1 is at the left half of the complex coordinate plane, the absolute value of Yeq1 increases, and it moves to the left at the complex plane, so there is not possible to detect load adding as a fault. Moreover, if Yeq1 is at the right half of the complex Energies 2021, 14, 274 If a fault with resistance Rf occurred at line AB, regardless of the line impedance and Yeq1 changes during the fault, Rf becomes parallel to Yeq1, so Ytot1 moves to the right at complex coordinate plane. By a lower Rf, admittance Ytot1 will move further to the right at complex coordinate plane. This conductance variation is defined as Conductance Variation Index (CVI) which is a basis for proposed fault detection scheme. CVI is shown11inof 24 Figure 12 and obtained as follows: CVI = Gand − Geq1 to the left at the complex(27) plane, the absolute value of Yeq1 decreases, plane, tot1 it moves accordingly, mal-operation of backup protection system shall be impossible, too Im Geq1 Gtot1 Re Yeq1 Ytot1 CVI Figure12. 12. Definition Definition of of CVI. Figure CVI. In normal conditions, CVIdownstream is zero, and of it increases faults. Byitsetting an exceed apSo, by changing the load the relay, during CVI varies but does not propriate threshold CVI, theGfault will be detected. Threshold value should be set in its threshold. In thisfor situation, should be updated to G for the next calculations. eq1 tot1 Energies 2021, 14, x FOR PEER REVIEW 12 of 23 order not to a large as a fault by protection system. Therefore, Moreover, if recognize the fault isconnecting tripped by mainload protection, before backup protection operation, considering Sload,max as maximum load the isthreshold value CVIthr13. is obthen Geq1 should be updated. Thesudden flowchart of increase, this scheme described in Figure In this tained as follows: flowchart, ε represents the measurement error, and ∆Gtot1 is the difference between the backup protection. Moreover, because of Geq1updating, this scheme is robust against value of Gtot1 and its value in the previous sample. N is the number of samples during network reconfigurations. S load ,max which the backup protection is waiting the CVIfor = main protection operation. (28) thr 2 VLL,rated Start where VLL,rated is rated line to line voltage of the network. In grid-connectedn=0 mode, DGs inject constant powers and their output powers do not change as the load increases, so Yeq1 remains constant. However in islanded mode, as the f=0 network load increases, the power outputs of the DGs increase for supplying the added load. So, if Yeq1 isMeasurment at the leftof half of the complex coordinate plane, the absolute value of Yeq1 V A, IA no increases, and it moves to the left at the complex plane, so there is not possible to detect load adding as a fault. Moreover, if Yeq1 is at the right half of the complex plane, the abG tot1 f=1 yes of Yeq1Calculate solute value decreases, and it moves to the left at the complex plane, accordingly, no mal-operation of backup protection system shall be impossible, too |ΔGtot1|< ε Geq1=Gtot1 So, by changing the load downstream of the relay, CVI varies but it does not exceed its threshold. In this situation, Geq1 should be updated to Gtot1 for the next calculations. yes Moreover, if the fault is tripped by main protection, before backup protection operation, no ε f=0 then Geq1|CVI|< should be updated. The yes flowchart of this scheme is described in Figure 13. In this flowchart, ε represents the measurement error, and ΔGtot1 is the difference between no the value of Gtot1 and its value in the previous sample. N is the number of samples during Calculate CVI which the backup protection is waiting for the main protection operation. no It is notable that in high resistance faults, CVI may don’t reach its threshold or DGs no CVI>CVI controllers may be able tothrcompensate for the impedance changes due to the fault, so, CVI will not be able toyesdetect high resistance faults, but, compared to the scheme proposed in [27], it performs better in presence fault resistance. Moreover, the elimination of n=0 yes the communication link is a great advantage of this scheme and makes it appropriate for no S=CVI |CVI-S|< ε yes n=n+1 n=N yes Fault is detected Figure 13.13. Flowchart of backup protection scheme. Figure Flowchart of backup protection scheme. 4. Case Study To evaluate the proposed scheme, an active distribution network 50 Hz in Figure 14 was simulated in PSCAD and calculated in MATLAB [27]. The network consists of two 0.4 kV and 10 kV subnets connected to the 35 kV main network through a transformer. Energies 2021, 14, 274 12 of 24 It is notable that in high resistance faults, CVI may don’t reach its threshold or DGs controllers may be able to compensate for the impedance changes due to the fault, so, CVI will not be able to detect high resistance faults, but, compared to the scheme proposed in [27], it performs better in presence fault resistance. Moreover, the elimination of the communication link is a great advantage of this scheme and makes it appropriate for backup protection. Moreover, because of Geq1 updating, this scheme is robust against network reconfigurations. 4. Case Study To evaluate the proposed scheme, an active distribution network 50 Hz in Figure 14 13 two of 23 simulated in PSCAD and calculated in MATLAB [27]. The network consists of 0.4 kV and 10 kV subnets connected to the 35 kV main network through a transformer. The fault level in the coupling point with the utility is 500 MVA and R/X ratio is 0.1. DG1 The is a battery-energy-storage systemand (BESS) with a nominal of 200are0.38 kVA, DG2 is positive sequence resistance inductance of the 10power kV feeder Ω/km a 100 kVA combined cool, heat, and power (CCHP) and DG3 is a photovoltaic cell with and 1.432 mH/km, respectively and zero sequence ones are0.76 Ω/km and 4.2 mH/km. a nominal of 50 kVA.generator Positive and negative resistance There is a power 600 kVA diesel (DG4) at thesequence end of this feeder.and Theinductance loads 7 toof9 0.4 kV lines are kVA, 0.32 Ω/km andand 0.261 and zero sequence 1.1 Ω/km and powers are 100 500 kVA 500mH/km, kVA with power factor 0.85ones lag,are respectively. 0.955The mH/km. The loads 1 to 6 powers are 40 kVA, 20 kVA, 40 kVA, 40 5 kVA low-voltage subsystem can form a microgrid, continuing to kVA, energize 0.4and kV 25 kVA with power factor 0.9 lag, respectively. The shunt capacitor is 20 kVAr. feeders during islanded mode operation. The control of BESS or CCHP switches from positive sequence voltage resistance and inductance the 10 kV are 0.38 Ω/km P-Q The to v-f for supporting and frequency butofbecause of feeder PV system nature, it and 1.432 mH/km, respectively and zero sequence ones are 0.76 Ω/km and 4.2 mH/km. maintains P-Q control regardless of grid-connected or islanded mode operation. MoreoThere is output a 600 kVA dieselofgenerator (DG4) the end ofisthis feeder. to 9times powers ver, the current DG during faultatconditions limited toThe 1.5(1loads and 7half) of are 100 kVA, 500 kVA and 500 kVA with power factor 0.85 lag, respectively. rated current. Energies 2021, 14, x FOR PEER REVIEW was Utility Grid 35kV 10kV 0.4kV DG1 Brk13 Brk14 Relay location G A Line4 100m Brk10 Brk3 Line3 100 E Load8 Line8 3km Brk6 Load7 Brk2 Load4 Line5 200m DG2 Brk12 B Load3 Brk11 Line1 200m D Brk5 H Brk1 Feeder1 Line7 3km Brk4 Feeder2 Shant Capacitor Feeder3 Feeder4 Brk9 Load1 Line2 100m Brk7 C F I Brk8 Line6 100m Load9 Load5 Load2 DG3 DG4 Load6 Figure 14. Case study study system. system. Figure 14. Case The low-voltage subsystem can form a microgrid, continuing to energize 0.4 kV 5. Evaluation of the Proposed Protection Schemes feeders during islanded mode operation. The control of BESS or CCHP switches from P-Q In this case study, protection of line 4 is more difficult compared to others, because it to v-f for supporting voltage and frequency but because of PV system nature, it maintains is connected to the main grid and DG1 or in islanded upstream, and operation. DG2 and DG3 downstream. In P-Q control regardless of grid-connected mode Moreover, the output the islanded in v-f controltoand DG3 P-Qtimes control. So, ifcurrent. the procurrent of DGmode, duringDG2 faultoperates conditions is limited 1.5(1 andinhalf) of rated posed schemes protect line 4 accurately, it will protect other lines properly. 5.1. Main Protection Scheme Evaluation To evaluate the proposed protection scheme, different faults with different fault resistances at line 4 were studied. Moreover, faults at lines 3 and 5 are investigated for its performance in external faults. The fault occurs at t = 10 s and the sampling frequency is Energies 2021, 14, 274 13 of 24 5. Evaluation of the Proposed Protection Schemes In this case study, protection of line 4 is more difficult compared to others, because it is connected to the main grid and DG1 in upstream, and DG2 and DG3 downstream. In the islanded mode, DG2 operates in v-f control and DG3 in P-Q control. So, if the proposed schemes protect line 4 accurately, it will protect other lines properly. 5.1. Main Protection Scheme Evaluation To evaluate the proposed protection scheme, different faults with different fault resistances at line 4 were studied. Moreover, faults at lines 3 and 5 are investigated for its performance in external faults. The fault occurs at t = 10 s and the sampling frequency is 200 Hz. Ci should be set in order to be positive for the highest intended fault resistance at the end of the line. Therefore considering faults at 90% of line 4 and fault resistance 50 ohm, C3P , CDLG , CLL, and CSLG were obtained 550, 330, 550, and 1640 respectively. Figure 15 shows FDI3P curve for a three-phase fault with a fault resistance 0.01 ohm at 50% of line 4 and 10% of line 5 in the grid-connected mode. When a fault happens at line 4, FDI3P raises quickly and remains positive. However, when a fault occurs at 10% of line 5, FDI3P increases transiently and droops rapidly. Considering all fault types with different resistances at different locations, M (number of samples in which FDIi should remain positive) was equal to 6. Tables 1–4 show FDIi values of the relay at beginning of line 4 after 6 consecutive positive samples, and response time of the proposed scheme for fault resistance 0.01 to 50 ohm. of 23 For the faults at line 4, FDIi was positive constantly, and trip command was generated14after 6 consecutive positive samples for Brk4 to disconnect the faulty line. Moreover, for external faults (in adjacent lines), FDIi remains negative or becomes transiently positive, and then the trip command is not Similarly, M this(number scheme can be implemented the relay i should different resistances atgenerated. different locations, of samples in whichfor FDI atremain the endpositive) of line 4was to command equal to 6.Brk5. Therefore, Brk4 and Brk5 disconnect the faulty line. Energies 2021, 14, 274 1 4 0 2 -1 FDI FDI 3P 3P 3 1 -2 0 -3 -1 9.95 10 10.05 10.1 10.15 -4 9.95 10 10.05 10.1 10.15 time(sec) time(sec) (b) (a) Figure Figure15. 15.FDI FDI forthree-phase three-phasefault faultwith withresistance resistance0.01 0.01ohm ohminingrid-connected grid-connectedmode modeatat(a) (a)50% 50%ofofline line4 4(permanently (permanently 3P3Pfor positive)(b) (b)10% 10%ofofline line5 5(transiently (transiently positive). positive) positive). Unlike the transmission lines, because of a short distanceof between data sending and Tables1–4 show FDIi values of the relay at beginning line 4 after 6 consecutive receiving in and distribution presence in transmitted data is rare, and0.01 usually, positive points, samples, responselines timenoise of the proposed scheme for fault resistance to 50 itohm. is notFor investigated. Moreover, due to short lines in distribution networks, fault location the faults at line 4, FDIi was positive constantly, and trip command was generdetermination is not applicable. ated after 6 consecutive positive samples for Brk4 to disconnect the faulty line. Moreover, Normally, in the circuit faults the or pre-fault line currents posiare for external faults (in short adjacent lines), FDIinvestigations, i remains negative becomes transiently ignored because the fault current is high. However, for high impedance faults, it is not tive, and then the trip command is not generated. Similarly, this scheme can be implehigh compared the loads and4may affect the Brk5. performance of the protection mented for thetorelay at thecurrents, end of line to command Therefore, Brk4 and Brk5 system. So, In order to investigate the effect of loads and DGs currents on the performance disconnect the faulty line. of the Unlike proposed impedance faults detection another pre-fault condition thehigh transmission lines, because of a scheme, short distance between data sendingwas and considered. In this case, loads in the microgrid, i.e., loads 1 to 6, were considered receiving points, in distribution lines noise presence in transmitted data is rare,doubled and usuand 3 was Moreover,Moreover, to investigate fault inception angle effect,networks, the initiation ally,DG it is not off. investigated. duethe to short lines in distribution fault π time of fault was considered 10.005 s (fault inception angle was rad). 2 location determination is not applicable. t Perf. I3P Prot. Zone ocation - Fault res. n Mode Table 1. Performance of the proposed main scheme in 3P faults Energies 2021, 14, 274 14 of 24 Islanded 3P-0.01Ω 3P-1Ω 3P-10Ω 3P-50Ω TP: Transiently positive. Resp. Time (ms) 3P-50Ω Correct Perf. 3P-10Ω FDI3P 3P-1Ω Inside the Prot. Zone Grid-connected 3P-0.01Ω Fault Location Fault Type- Fault Res. Operation Mode Table 1. Performance of the proposed main scheme in 3P faults. 10% of Line 4 Yes 3.94 3 30 50% of Line 4 Yes 4.06 3 30 90% of Line 4 Yes 3.21 3 35 10% of Line 3 No TP 3 - 10% of Line 5 No TP 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.43 3 30 90% of Line 4 Yes 1.72 3 30 10% of Line 4 Yes 1.7 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.74 3 35 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.75 3 35 90% of Line 4 Yes 0.05 3 50 10% of Line 4 Yes 4.63 3 30 50% of Line 4 Yes 4.21 3 30 90% of Line 4 Yes 3.46 3 30 10% of Line 3 No TP 3 - 10% of Line 5 No TP 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.44 3 30 90% of Line 4 Yes 1.73 3 30 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.74 3 30 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.74 3 35 90% of Line 4 Yes 0.04 3 45 Energies 2021, 14, 274 15 of 24 Islanded DLG-0.01Ω DLG-1Ω DLG-10Ω DLG-50Ω TP: Transiently positive. Resp. Time (ms) DLG-50Ω Correct Perf. DLG-10Ω FDIDLG DLG-1Ω Inside the Prot. Zone Grid-connected DLG-0.01Ω Fault Location Fault Type- Fault Res. Operation Mode Table 2. Performance of proposed main scheme in DLG faults. 10% of Line 4 Yes 3.75 3 30 50% of Line 4 Yes 3.7 3 30 90% of Line 4 Yes 2.79 3 40 10% of Line 3 No TP 3 - 10% of Line 5 No Negative 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.42 3 30 90% of Line 4 Yes 1.7 3 30 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.74 3 40 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.74 3 35 90% of Line 4 Yes 0.05 3 50 10% of Line 4 Yes 4.48 3 30 50% of Line 4 Yes 3.85 3 30 90% of Line 4 Yes 2.96 3 30 10% of Line 3 No TP 3 - 10% of Line 5 No TP 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.43 3 30 90% of Line 4 Yes 1.72 3 30 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.73 3 30 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.74 3 30 90% of Line 4 Yes 0.04 3 40 Energies 2021, 14, 274 16 of 24 Islanded LL-0.01Ω LL-1Ω LL-10Ω LL-50Ω TP: Transiently positive. Resp. Time (ms) LL-50Ω Correct Perf. LL-10Ω FDILL LL-1Ω Inside the Prot. Zone Grid-connected LL-0.01Ω Fault Location Fault Type- Fault Res. Operation Mode Table 3. Performance of the proposed main scheme in LL faults. 10% of Line 4 Yes 4.47 3 30 50% of Line 4 Yes 3.82 3 30 90% of Line 4 Yes 2.92 3 40 10% of Line 3 No TP 3 - 10% of Line 5 No Negative 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.43 3 30 90% of Line 4 Yes 1.72 3 40 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.74 3 40 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.74 3 35 90% of Line 4 Yes 0.05 3 50 10% of Line 4 Yes 4.54 3 30 50% of Line 4 Yes 3.93 3 30 90% of Line 4 Yes 2.99 3 30 10% of Line 3 No TP 3 - 10% of Line 5 No TP 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.43 3 30 90% of Line 4 Yes 1.72 3 30 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.74 3 30 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.74 3 30 90% of Line 4 Yes 0.04 3 40 Energies 2021, 14, 274 17 of 24 Islanded SLG-0.01Ω SLG-1Ω SLG-10Ω SLG-50Ω Resp. Time (ms) SLG-50Ω Correct Perf. SLG-10Ω FDISLG SLG-1Ω Inside the Prot. Zone Grid-connected SLG-0.01Ω Fault Location Fault type- Fault Res. Operation Mode Table 4. Performance of the proposed main scheme in SLG faults. 10% of Line 4 Yes 4.5 3 30 50% of Line 4 Yes 3.91 3 30 90% of Line 4 Yes 3.08 3 35 10% of Line 3 No TP 3 - 10% of Line 5 No TP 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.43 3 30 90% of Line 4 Yes 1.73 3 35 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 30 90% of Line 4 Yes 0.74 3 45 10% of Line 4 Yes 1 3 30 50% of Line 4 Yes 0.75 3 35 90% of Line 4 Yes 0.07 3 45 10% of Line 4 Yes 4.53 3 30 50% of Line 4 Yes 3.97 3 30 90% of Line 4 Yes 3.02 3 35 10% of Line 3 No TP 3 - 10% of Line 5 No TP 3 - 10% of Line 4 Yes 2.69 3 30 50% of Line 4 Yes 2.43 3 30 90% of Line 4 Yes 1.73 3 35 10% of Line 4 Yes 1.69 3 30 50% of Line 4 Yes 1.44 3 35 90% of Line 4 Yes 0.74 3 35 10% of Line 4 Yes 0.99 3 35 50% of Line 4 Yes 0.74 3 35 90% of Line 4 Yes 0.05 3 50 TP: Transiently positive. The results in Table 5 show the correct performance of the proposed scheme in the new pre-fault conditions. So, this scheme is robust against loads and generation uncertainties, and fault inception angle variations. In order to evaluate the performance of the proposed scheme in transient situations due to load changes, a 30 kVA load was added to the bus E att = 10 s. According to corresponding FDI3P curves in Figure 16, connecting this load did not make a permanent positive FDI3P , and the performance of the protection system was not challenged. Energies 2021, 14, 274 18 of 24 18 of 23 Yes 0.029 3 90% of Line 4 Yes 0.029 3 0.027 Yes Yes 0.014 Yes 0.035 Yes 0.038 Yes 0.037 Yes Yes 0.027 Yes 3 0.029 0.029 3 0.027 3 0.014 3 0.035 3 0.038 DLG-50Ω LL-50Ω3P-50Ω 90% of Line 490% of Line Yes 4 DLG-50Ω 90% of Line SLG-50Ω 90% of Line 4 Yes 4 3P-50ΩLL-50Ω 90% of Line 490% of Line Yes 4 SLG-50Ω 90% of Line 4 DLG-50Ω 90% of Line 4 Yes 3P-50Ω 90% of Line 4 LL-50Ω 90% of Line 490% of Line Yes 4 DLG-50Ω LL-50Ω 90% of Line SLG-50Ω 90% of Line 4 Yes 4 SLG-50Ω 90% of Line 4 0.5 0.037 3 0.027 Correct Perf. FDIi Correct Perf. Fault Location FDI Inside the Prot. Zonei 3P-50Ω Fault type-Fault Res. Table 5. Performance of the proposed main scheme in new pre-fault conditions. Resp. Time (ms) 90% of Line 4 Fault Location Inside the Prot. Zone Fault Type-Fault Res. Operation Mode Islanded Grid-connected Grid-con Operation Mode Islanded nected Table 5. Performance of the proposed main scheme in new pre-fault conditions. 50 Resp. Time (ms). Energies 2021, 14, 274 50 50 50 45 50 50 50 45 40 50 40 40 50 40 50 1 0 0 -0.5 FDI FDI 3P 3P -1 -1.5 -2 -2.5 -1 -2 -3 -3 10 10.1 10.2 time(sec) (a) 10.3 -4 10 10.1 10.2 10.3 time(sec) (b) Figure FDI load change bus E in grid-connected mode (negative) islanded mode (transiently positive). Figure 16.16. FDI forfor load change at at bus E in (a)(a) grid-connected mode (negative) (b)(b) islanded mode (transiently positive). 3P 3P the proposed can detect all fault types correctly in grid-connected 5.2.Therefore, Backup Protection Schemescheme Evaluation and islanded modes. Moreover, the results show its response time is 30 to 50 ms, which its Since, for the faults with resistance, the pre-fault conditions affect during the fault average is 32.8 ms. This indicates the operation of the proposed main scheme is almost impedance, fault types at lines 4 and 5 with fault resistance 2 ohm have been studied in 34% faster than other ones such as [27]. Moreover, the low sampling rate (200 Hz) is one several pre-fault conditions in order to evaluate the backup protection scheme. The advantage of this scheme. conductance seen from bus A has been measured. The pre-fault conditions were considered as follows: 5.2. Backup Protection Scheme Evaluation The maximum sudden load change in the low voltage distributed network was asSince, for the faults with resistance, the pre-fault conditions affect during the fault sumed 30 KVA with power factor 0.9 lag. Considering this load change, CVIthr was obimpedance, fault types at lines 4 and 5 with fault resistance 2 ohm have been studied in tained 0.1875. several pre-fault conditions in order to evaluate the backup protection scheme. The conIf a fault occurs at lines 4 or 5 and their relays fail to recognize fault within 50 ms in ductance seen from bus A has been measured. The pre-fault conditions were considered as their main zones, the relay at the beginning of line 4 will detect the fault in the backup follows: zone and will command a trip. However, if relays detect the fault in the main zones and The maximum sudden load change in the low voltage distributed network was command trip,with the relay at the beginning line 4 will see changeCVI after the first assumed 30 aKVA power factor 0.9 lag. of Considering thisanother load change, thr was one in a time shorter than 50 ms and will be reset. So, N must be greater than M, thereobtained 0.1875. fore, was occurs considered 40 4equivalent to 200 ms, fail which is the normal response If aitfault at lines or 5 and their relays to recognize fault within 50 time ms infor backup The performance of the proposed backup protection scheme and the their mainschemes. zones, the relay at the beginning of line 4 will detect the fault in the backup reactance-based one explained in [27], have been compared in Tables 6–9. zone and will command a trip. However, if relays detect the fault in the main zonesResults and showed that different pre-fault not 4affect command a trip, the relay at the conditions beginning did of line will the see accurate another performance change after of thethe proposed backup scheme. This scheme could detect fault types downstream of the first one in a time shorter than 50 ms and will be reset. So, N must be greater than relay M, in both grid-connected and islanded modes and did not command trip for the fault at upstream of the relay (at line 3) and adding load 30 kVA at the end of line 5. According to Energies 2021, 14, 274 19 of 24 therefore, it was considered 40 equivalent to 200 ms, which is the normal response time for backup schemes. The performance of the proposed backup protection scheme and the reactance-based one explained in [27], have been compared in Tables 6–9. Results showed that different pre-fault conditions did not affect the accurate performance of the proposed backup scheme. This scheme could detect fault types downstream of the relay in both grid-connected and islanded modes and did not command trip for the fault at upstream of the relay (at line 3) and adding load 30 kVA at the end of line 5. According to these results, the reactance-based scheme in [27] performed correctly for 60% and, the proposed scheme detected faults for 100% of cases. load Islanded 3P DLG LL SLG load Correct Perf. of Scheme in [27]. SLG Correct Perf. of Proposed Scheme LL Fault Recog. by the Proposed Scheme DLG CVI Grid-connected 3P Fault/Load Location Fault Type/Load Operation Mode Table 6. Backup protection performance in pre-fault conditions “a”. 10% of Line 3 0.01 No 3 3 90% of Line 4 0.49 Yes 3 7 90% of Line 5 0.47 Yes 3 7 10% of Line 3 −0.04 No 3 3 90% of Line 4 1.38 Yes 3 7 90% of Line 5 1.22 Yes 3 7 10% of Line 3 0 No 3 3 90% of Line 4 0.92 Yes 3 7 90% of Line 5 0.83 Yes 3 7 10% of Line 3 −0.03 No 3 3 90% of Line 4 0.57 Yes 3 7 90% of Line 5 0.33 Yes 3 7 100% of Line 5 0.17 No 3 3 10% of Line 3 −0.16 No 3 3 90% of Line 4 0.33 Yes 3 7 90% of Line 5 0.31 Yes 3 7 10% of Line 3 −0.55 No 3 3 90% of Line 4 0.90 Yes 3 3 90% of Line 5 0.80 Yes 3 3 10% of Line 3 −0.37 No 3 3 90% of Line 4 0.59 Yes 3 7 90% of Line 5 0.53 Yes 3 3 10% of Line 3 −0.23 No 3 3 90% of Line 4 0.42 Yes 3 3 90% of Line 5 0.23 Yes 3 7 100% of Line 5 0.11 No 3 3 Energies 2021, 14, 274 20 of 24 load Islanded 3P DLG LL SLG load (a) (b) (c) (d) Correct Perf. of Scheme in [27]. SLG Correct Perf. of Proposed Scheme LL Fault Recog. by the Proposed Scheme DLG CVI Grid-connected 3P Fault/Load Location Fault Type/Load Operation Mode Table 7. Backup protection performance in pre-fault conditions “b”. 10% of Line 3 0 No 3 3 90% of Line 4 0.46 Yes 3 7 90% of Line 5 0.44 Yes 3 7 10% of Line 3 −0.03 No 3 3 90% of Line 4 1.30 Yes 3 3 90% of Line 5 1.13 Yes 3 7 10% of Line 3 −0.03 No 3 3 90% of Line 4 0.86 Yes 3 7 90% of Line 5 0.76 Yes 3 7 10% of Line 3 −0.03 No 3 3 90% of Line 4 0.55 Yes 3 7 90% of Line 5 0.31 Yes 3 7 100% of Line 5 0.16 No 3 3 10% of Line 3 −0.16 No 3 3 90% of Line 4 0.32 Yes 3 7 90% of Line 5 0.30 Yes 3 7 10% of Line 3 −0.52 No 3 3 90% of Line 4 0.80 Yes 3 7 90% of Line 5 0.78 Yes 3 3 10% of Line 3 −0.37 No 3 3 90% of Line 4 0.59 Yes 3 7 90% of Line 5 0.52 Yes 3 7 10% of Line 3 −0.23 No 3 3 90% of Line 4 0.42 Yes 3 7 90% of Line 5 0.22 Yes 3 7 100% of Line 5 0.11 No 3 3 Loads and DGs properties were considered similar to Section 4. Loads powers in the microgrid were doubled compared to condition “a”. Loads powers in the microgrid were halved compared to condition “a”. Loads powers were similar to condition “a” but DG2 and DG3 were disconnected. Energies 2021, 14, 274 21 of 24 load Islanded 3P DLG LL SLG load Correct Perf. of Scheme in [27]. SLG Correct Perf. of Proposed Scheme LL Fault Recog. by the Proposed Scheme DLG CVI Grid-connected 3P Fault/Load Location Fault Type/Load Operation Mode Table 8. Backup protection performance in pre-fault conditions “c”. 10% of Line 3 0 No 3 3 90% of Line 4 0.49 Yes 3 7 90% of Line 5 0.47 Yes 3 7 10% of Line 3 −0.03 No 3 7 90% of Line 4 1.37 Yes 3 3 90% of Line 5 1.23 Yes 3 3 10% of Line 3 −0.02 No 3 3 90% of Line 4 0.92 Yes 3 7 90% of Line 5 0.84 Yes 3 7 10% of Line 3 −0.02 No 3 3 90% of Line 4 0.57 Yes 3 7 90% of Line 5 0.34 Yes 3 3 100% of Line 5 0.18 No 3 3 10% of Line 3 −0.16 No 3 3 90% of Line 4 0.33 Yes 3 7 90% of Line 5 0.32 Yes 3 7 10% of Line 3 −0.53 No 3 3 90% of Line 4 0.88 Yes 3 3 90% of Line 5 0.79 Yes 3 7 10% of Line 3 −0.37 No 3 3 90% of Line 4 0.60 Yes 3 3 90% of Line 5 0.54 Yes 3 3 10% of Line 3 −0.24 No 3 3 90% of Line 4 0.42 Yes 3 3 90% of Line 5 0.23 Yes 3 7 100% of Line 5 0.11 No 3 3 Energies 2021, 14, 274 22 of 24 load Correct Perf. of Scheme in [27]. SLG Correct Perf. of Proposed Scheme LL Fault Recog. by the Proposed Scheme DLG CVI Grid-connected 3P Fault/Load Location Fault Type/Load Operation Mode Table 9. Backup protection performance in pre-fault conditions “d”. 10% of Line 3 0 No 3 3 90% of Line 4 0.50 Yes 3 3 90% of Line 5 0.42 Yes 3 3 10% of Line 3 0 No 3 3 90% of Line 4 1.42 Yes 3 3 90% of Line 5 1.26 Yes 3 3 10% of Line 3 0 No 3 3 90% of Line 4 0.95 Yes 3 3 90% of Line 5 0.88 Yes 3 3 10% of Line 3 0 No 3 3 90% of Line 4 0.85 Yes 3 3 90% of Line 5 0.77 Yes 3 3 100% of Line 5 0.17 No 3 3 6. Conclusions Despite microgrids’ numerous advantages, their development and extension in distribution networks have made serious challenges for network protection systems, and fault detection is challenged by traditional methods. In this article, by reconfiguring sequence equivalent circuits for the faults types in distribution and transmission lines, new equivalent circuits for positive, negative, and zero sequences are presented. These circuits are called simplified positive sequence (SPS), simplified negative sequence (SNS), and simplified zero sequence (SZS) circuits. Then, by applying star to delta transform, the proposed circuits are converted to equivalent delta ones. The impedances in these circuits were estimated approximately using the voltages and currents measured at the ends of the line. The Significant change in one of these impedances during the faults is the basis of the proposed main protection scheme for the active distribution lines in microgrids. In this scheme, indexFDI is proposed for faults detection in both grid-connected and islanded modes, and because it is based on impedance, fault level changes due to the microgrid operation modes (islanded and grid-connected) or loads changes, do not affect its performance. Its average response time shows its fast performance. Voltage and current at beginning of the line and absolute value of positive sequence voltage send from the end of the line are used in this scheme. Therefore, at least 50% of the communication system is released. High impedance faults detection capability and low sampling rate are among the advantages of the proposed scheme. Robustness against network reconfigurations, correct performance in presence of infeed, transient situations, and load and generation uncertainties are capabilities of the proposed scheme. Also, CVI based on the conductance variation has been proposed for downstream lines backup protection in grid-connected and islanded modes. No requirement to any communication link is a distinguished advantage of this scheme, so if the communication link is disconnected or the main protection is failed, it will be capable to protect the network. Moreover, it is independent of pre-fault conditions. Energies 2021, 14, 274 23 of 24 The proposed schemes have been simulated using PSCAD and MATLAB software and the results have confirmed their accuracy. Author Contributions: Conceptualization, S.M.N. and A.K.; Methodology, S.M.N. and A.K.; Software, S.M.N.; Validation, S.M.N. and A.K.; Supervision, A.K.; Writing—original draft preparation S.M.N.; Writing—review & editing, A.K., M.S.-k. All authors have read and agreed to the published version of the manuscript. Funding: Not applicable. Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Data Availability Statement: All data are given in the paper. Separately there is no other data. Acknowledgments: Miadreza Shafie-khah acknowledges the support by the Business Finland through SolarX Research Project, 2019–2021, under Grant 6844/31/2018. Conflicts of Interest: The authors declare no conflict of interest. References 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. 18. Mirsaeidi, S.; Said, D.M.; Mustafa, M.W.; Habibuddin, M.H.; Ghaffari, K. 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