xx Send Orders for Reprints to reprints@benthamscience.net Recent Patents on Mechanical Engineering, 2021, xx, xx-xx RESEARCH ARTICLE Computational Approach on Acoustic and Flow Performances of a Combined Resistive and Reactive Muffler Farlian Rizky Sinagaa, Ubaidillaha,*, Iwan Yahyab, Seung-Bok Choic,*, Siti Aishah Abdul Azizd and Nurul Azhani Yunuse a Mechanical Engineering Department, Universitas Sebelas Maret, Surakarta 57126, Indonesia; bDepartment of Physics, Universitas Sebelas Maret, Surakarta 57126, Indonesia; cDepartment of Mechanical Engineering, The State of New York at Korea (SUNY Korea), Incheon 21985, South Korea; dEngineering Materials and Structures (eMast), Malaysia Japan Internatinal Institute of Technology, Universiti Teknologi Malaysia, Kuala Lumpur 54100, Malaysia; eUniversiti Teknologi Petronas, Seri Iskandar 32610, Malaysia. Engineering Abstract: The internal combustion engine (ICE) based vehicles must follow strict regulations regarding noise levels, especially in the racing competition. The noise level is typically gauged as per two different scenarios: stationary engine revolution and maximum achievable revolution. One cannot reach the required noise level by deploying just reactive or resistive muffler type, separately. This research recommends a novel mix of reactive and resistive mufflers in a single package solution. For assessing the noise level, three different types of mufflers are devised and studied by means of a computational approach. The new exhaust design in this study becomes a novelty of the proposed article. In analyzing the acoustic capability of the muffler, up to now it has not been able to dampen in various frequency ranges. In this paper, the author wants to perform a computational analysis of 3 muffler models that combine several methods of attenuation that are effective at different specific frequency ranges with different configurations in order to obtain a good combined attenuation capability in various frequency ranges. Muffler 1 uses simple reactive and dissipative techniques like standard mufflers, while muffler 2 combines the dissipative technique with a Helmholtz resonator acting as the reactive part. Muffler 3 has a multi-chamber system which uses a combination of several advanced techniques. The three mufflers are evaluated on the basis of their capacity to decrease noise level. This noise level is assessed by considering both transmission and insertion loss through mathematical calculations in the frequency range of 200 Hz to 6400 Hz with the help of pressure acoustic, frequency domain (ACPR) simulation. Apart from noise evaluation, this study also examines flow parameters to estimate the pressure drop for the proposed muffler. Comsol simulation provided both insertion loss (IL) and transmission loss (TL) with different trends. Mufler 3 had broadband response compared to the counterparts. Verifiying the finite element simulation results, electroacoustic models of each muffler were simulated using Matlab Simulink to get frequency response. Both finite element and electroacoustic modeling results have a good agreement. Pressure distribution of each model were also evaluated in terms of isosurface total pressure. It is demonstrated that the proposed muffler having a multi-chamber setup provides the best performances showing both superior and consistent noise reduction throughout the 200-6400 Hz frequency range and good airflow that does not create backpressure due to noise suppression efforts. ARTICLE HISTORY Received: Month xx, 20xx Revised: Month xx, 20xx Accepted: Month xx, 20xx DOI: - Keywords: Vehicle muffler, noise reduction, reactive-dissipative, insertion loss, transmission loss, electro-acoustic, frequency-domain simulation. Recent Patents on Mechanical 1. INTRODUCTION Ground vehicles create a noise impact on the environment due to their combustion process [1,2]. Noise directly impacts the human body utilizing the auditory system and physiological routes other than hear. Hence, there has been renewed interest in material sciences to develop environmentally friendly materials and approaches [1]. One of the noisiest combustion engines is that of a race vehicle. Engines are tuned to provide more performance and power; however, the noise needs also to be reduced. Therefore, most of the formula races impose limits on the noise level emitted by the vehicles [3]. ISO standards also regulate constraints on noise levels of vehicles to limit environmental pollution [4]. Noise measurements taken at the vehicle exhaust provide information about the noise levels [5]. It is widely known that the performance of a vehicle is assessed using several methods [6]. Noise reduction is reduced effectively by controlling its propagation path and sound barriers [7]. Research is required to determine the optimal muffler design that balances both vehicle noise and performance [3,4]. Nevertheless, there is a trade-off between vehicle performance and noise level, where prioritizing engine performance leads to a compromise on engine sound. It is well-known that the critical function is to eliminate high-pressure exhaust from the engine to the atmosphere, which is at a lower pressure. The difference of pressure creates a sound whose intensity needs to be decreased [8]. The muffler serves the additional purpose of acting as a damper in a system that outputs the exhaust [9]. Acoustic analysis may be used to determine the noise level and subsequently decrease it to get better noise levels [3]. Acoustic analysis should be done from a design perspective to evaluate the flow inside the muffler. Acoustic damping typically creates backpressure, which can be managed using an improved design [4,10]. Performance assessment for a muffler is conducted using flow and acoustic analyses [11]. These analyses are performed by measuring the value of the transmission loss [9]. Transmission loss is the ratio of the ability to transmit power as measured by using many approaches like two loadings [12]), two sources [11], and breaking waves [13–15]. Measuring using this approach is considered appropriate to determine acoustic ability [16,17]. Noise reduction devices are classified in two based on the way noise is reduced. The first uses porous (dissipative) material to absorb the sound waves, while the other way is to dampen sound using reactive attenuation [18]. In the case of dissipative damping, a perforated plate is employed to absorb sound. This technique reduces the sound using the walls. Therefore, the diameter, shape, and curvature influence the airflow since this method affects air pressure and velocity inside the pipe [19]. Dissipative techniques are effective at mid to high frequency and can conserve space without affecting the flow. However, the porosity of the material significantly influences [2,5]. Vehicle mufflers using reactive techniques typically employ a network of spaces to break the sound waves [20]. The muffler may break the sound waves using two techniques: a division of space and having components arranged in a breakwater pattern in the muffler [21]. This technique works well at low frequency; however, it has the drawback of backpressure [2]. *Address correspondence to this author at the Mechanical Engineering Department, Universitas Sebelas Maret, Surakarta, Indonesia; E-mail: ubaidillah_ft@staff.uns.ac.id 1874-477X/21 $65.00+.00 Additionally, this technique needs more space to arrange components that can split and reflect the waves to have optimal noise reduction. The present muffler design integrates two sound damping techniques (hybrid) [22] proposed building hybrid silencers having micro-perforated panels (MMPs) set to create partitions that achieve the silencing effects using reactive and dissipative techniques [22]. Additionally, Yu et al. [23] achieved a ventilation gap through the use of micro-perforated panels (MMPs) in 2016. The muffler's noise absorption had a better range due to the primary dissipative effects and the added absorbance compensation due to resonance [23]. In 2016, Xiang et al. [23] developed a multi-chamber muffler to achieve a reactive effect at lower frequencies (between 1000 Hz and 3000 Hz), where the damping ability had increased by 136%. Apart from decreasing the vehicle exhaust, mufflers are required to regulate high-pressure exhaust systems, as indicated by Williams et al. [24]. The highest magnitude of pressure gradient at the exit point varies directly with the number of steps causing a decrease in pressure. Williams et al. studied a turbine exhaust and used a hybrid reactive-dissipative technique and splitter silencers to enhance the damping ability at low and medium frequencies [24]. In that year, Fulkar and Neihguk [25] evaluated a hybrid-type tractor muffler with four chambers, which had reactive and dissipative mechanisms using the COMSOL software. The first chamber consisted of the perforated material to enhance low-frequency effects along with rigid baffles in the first chamber. This model could be useful at vulnerable frequencies between 400 Hz and 1400 Hz [25]. Referring to the studies, hybrid mufflers have certain damping characteristics that can improve their ability. The ability of a product to respond to an external stimulus is part of the set of characteristics termed as smart, which are reserved for smart materials to enhance their value [26]. As of date, not many pieces of research have investigated thoroughly the integrated effects of dissipative and resistive methods to enhance the acoustic performance inside a muffler. Consequently, this study's primary contribution is to propose a new muffler design that balances the trade-off between backpressure and acoustic characteristics over a wide range of muffler operating frequencies. This research uses COMSOL software to run an ACPR simulation on the basis of calculating the difference in acoustic pressure to understand the transmission loss for all muffler models. Three dissipative and hybrid designs with different configuration with their insertion loss and transmission loss being measured can help determine an appropriate muffler design for high-performance vehicles without compromising performance. This study also draws a comparison between a muffler having enhanced damping over a more comprehensive frequency range due to the use of an integrated set of reactive and dissipative dampers in a multi-chamber setup, and a muffler technique referenced in previous studies, but as comprehensively described as the one in the present study. © 2021 Bentham Science Publishers Recent Patents on Mechanical Engineering, 2021, Vol. xx, No. x a resistor (R) [27]. For a resistor-like device, the formula is specified in Eq. (5). 2. DESIGN METHODS 2.1. Transmission Loss ππ = π Transmission loss is the difference between the incident power and the downstream transmission (anechoic termination). This parameter is used to measure sound waves penetrating the barriers inside the muffler [11]. Measurement of transmission loss considers the pressure differential and the muffler impedance and is achieved using the measurement of the inlet of the muffler and its outlet [7]. Transmission loss is described by Eq. (1). where R denotes device resistance. The electro-acoustic circuit is considered analogous to an electrical circuit by assuming pressure incident on an acoustic device (P) equivalent to the potential difference (V). An acoustic circuit with a parallel damping design follows the calculations for parallel circuits for the equivalent electro-acoustic circuit. On the other hand, a design having series damping uses the formulae for series circuits. π ππΏ = 20 log10 | ππ+ | 0 (1) where, Pi denotes the pressure incident on the muffler, while P0 denotes pressure during anechoic termination. 2.2. Insertion Loss Insertion loss is stated as the change in acoustic power with and without using the muffler [11]. This evaluation was performed by measuring the acoustic characteristics of sound released directly to the atmosphere and comparing it with the sound released after its passage through the muffler before releasing it to the atmosphere [11]. The insertion loss formula in architectural acoustic is specified in Eq. (2). πΌπΏ = 10 πππ πΌ π (5) 2.4. Muffler Design Muffler design has been worked on using SolidWorks 2020 SP0 software. Muffler models, one and two, have the primary pipe diameter of 35 mm, while the third model is based on a new design having the primary pipe diameter of 45 mm. All models have the exact dimensions apart from the primary pipe diameter, which is 100 mm outer pipe diameter and 1 mm plate thickness. Muffler 1 uses a dissipative damping technique, while muffler 2 uses dissipative and reactive techniques along with external Helmholtz resonators to ensure that reactive damping is the primary technique. The third model, on the other hand, uses both dissipative and reactive damping through separate chambers. Three mufflers are shown in Fig. (1). (2) where, α denotes the sound absorption coefficient in the absence of a muffler, while τ denotes the muffler sound absorption coefficient. 2.3. Electro-acoustic Analogy Muffler impedance gauged for reactive, dissipative, and resonance may be used for determining the results. A muffler using one or more damping techniques can be understood as a circuit for acoustic damping [27]. Electro-acoustic analogy uses RLC circuits to represent these acoustic circuits [27]. The flow through a pipe having no porous media is considered equivalent to an inductor (L) [30]. Moreover, the impedance calculated for an inductor is specified by Eq. (3). ππΏ = πππΏ (3) where j denotes the wave phase, ω denotes the angular velocity (rad / s), while L denotes the inductance of the device Damping caused by a resonance device may be considered equivalent to a capacitor (C) [27]. Eq. (4) describes the impedance for a capacitor-equivalent device. 1 ππ = ππC (4) where, j represents the wave phase, ω denotes the angular velocity (rad/s), and C is the device capacitance. The damping caused by a porous material may be considered analogous to Fig. (1). 3D design of Muffler. (a) Muffler 1, (b) Muffler 2 and (c) Muffler 3. 3. RESULTS & DISCUSSION 3.1. Muffler Design: Electro-acoustic Analogy Fig. (2) show a cross-sectional view of the muffler design as obtained by slicing the three-dimensional model across a plane. The views present in 2D form the series arrangement of damping devices used in each muffler. As shown by the two-dimensional design, the damping circuit is replaced to obtain an equivalent electro-acoustic circuit inside the muffler. An alternate view is required to determine the interaction between devices and to perform calculations. Fig. (3) depicts the electro-acoustic circuit for muffler 1. Fig. (4). Simulink electro-acoustic circuit of Muller 1. Fig. (2). 2D design of Muffler. (a) Muffler 1, (b) Muffler 2 and (c) Muffler 3. Impedance 1 (Zv) denotes the impedance of inductorresistor series and impedance 2 (Zc) denotes capacitor impedance. The addition of the impedance values provides the total impedance for muffler 1 Zv and Zc. Fig. (5) depicts the electro-acoustic circuit for muffler 2. Fig. (3). Electro-acoustic circuit of Muller 1. Muffler 1 consists of a silencer that is analogous to an inductor, capacitor, and resistor. Using the analogy, the circuit has sufficiently high frequency along with resistive characteristics. The change in primary pipe diameter, i.e., increase or decrease of the diameter, is considered equivalent to a capacitor; however, the capacitance remains low [27]. Eq. (6) and (7) describes the electro-acoustic impedance for Muffler 1. 1 π = π§π + π§πΏ + π§ (6) π = π + πππΏ+ πππΆ (7) πΆ where, R represents the combined resistance, j denotes phase, ω denotes angular velocity, while L represents the inductance value. As specified in Fig. (3), the circuit design and the calculations for Eq. (7) can be worked on using Simulink modeling provided in MATLAB. The electro-acoustic circuit to determine the impedance for muffler 1 is depicted in Fig. (4). Fig. (5). Electro-acoustic circuit of Muffler 2. For muffler 2, the electro-acoustic circuit comprises two capacitors (C) connected in parallel with the inductor (L) and connected in series with the resistor (R). The outset muffler had the Helmholtz resonator, analogous to capacitors connected in parallel with the source. Two barrier plates provide combined inductance. The porous plates have a combined porosity value equivalent to that of the resistors. The inclusion of the Helmholtz resonator provides reactive characteristics to impedance, while the addition of an inductor and resistor provides resistive characteristics [27]. Eq. (8), (9), and (10) specifies the electro-acoustic impedance for muffler 2. π = ππ + ππΏ + 1 1 π§πΆ π = π + πππΏ + π§πΆ π = π + πππΏ + 1 πππΆ (8) (9) (10) For muffler 2, where a resistor-inductor series is connected in parallel to the capacitor, the impedance is determined by the parallel sum. Here, L, C, and R respectively denote inductance, capacitance, and resistance. The circuit design depicted in Fig. (5) and the calculation specified in Eq. (10) may be completed using Simulink in MATLAB. Fig. (6) depicts the electro-acoustic circuit for determining the impedance for muffler 2. Fig. (6). Simulink electro-acoustic circuit of Muffler 2. Impedance 1 (Zc) denotes the impedance equivalent to a replacement capacitor having the Helmholtz resonator arranged in parallel, impedance 2 (Zv) denotes the combined impedance of the resistor and inductor, while impedance 3 (Zc) denotes the capacitor impedance. The total impedance of the muffler is given as the sum of the abovementioned impedance values. Fig. (7). Electro-acoustic circuit of Muffler 3. Fig. (7) depicts the electro-acoustic circuit for muffler 3. The following equation specifies the electro-acoustic impedance for the muffler 3 circuit. π = ππ 3 + ππ 4 + ππΏ2 + ππΏ3 + ππΏ4 + π = π 3 + π 4 + ππ(πΏ2 + πΏ3 + πΏ4 ) + 1 1 1 + π§πΆ3 π§πΆ 3′ 1 ππ(πΆ3 + πΆ3′ ) analogous to the total inductance of segment 2 denoted as impedance 1 (Zv). Segment 3 comprises two Helmholtz resonators analogous to a parallel capacitor arrangement with the impedance values represented by impedance 2 (Zc) and impedance 4 (Zc). Segment 2 also consists of reactive pipes acting as dampers analogous to the total inductance of the three segments. At the same time, the set of porous plates is analogous to three resistors connected in series. The impedance for the analogous inductive and resistive part of the circuit is denoted by impedance 3 (Zv). Segment 4 has inductive and resistive absorption analogous to a resistorinductor combination present in segment 4 whose impedance is denoted as impedance 5 (Zv). Muffler 3 has dampening devices present in every segment, and, therefore, it has complex impedance. R, C, and L denote, respectively, the values of resistance, capacitance, and inductance. 3.2. Transmission Loss and Insertion Loss The acoustic pressure frequency domain (ACPR) method was used to conduct the simulation. The three-dimensional design of the muffler was fed through the live-link feature of the COMSOL software. Muffler simulation was conducted to understand the acoustic performance of the muffler. Performance measurement was done using transmission loss (TL) and insertion loss (IL). This calculation determines the noise at every frequency point between 200 Hz to 6400 Hz. Muffler 1 employs a common damping technique where a porous plate is attached to a reactive plate. Fig. (3) depicts the electro-acoustic circuit; Muffler 1 predominantly uses the dissipative damping technique. Calculations for muffler 1 indicated a maximum transmission loss of 81,859 dB at 5600 Hz, while the maximum insertion loss is 31,037 dB at 4800 Hz. Fig. (9) depicts the acoustic performance simulation in COMSOL for muffler 1 using a graph. (11) (12) Muffler 3 consists of dampening devices in the individual parts, and the muffler impedance determination using the electro-acoustic analogy is complex. L, C, and R, respectively denote the inductance, capacitance, and resistance. The circuit design depicted in Fig. (7) and its calculation specified by Eq. (11) and (12) may be completed using Simulink in MATLAB. Fig. (8) depicts the electro-acoustic circuit required to calculate the impedance for muffler 3. (a) Muffler 1 Fig. (8). Simulink electro-acoustic circuit of Muffler 3. Muffler 3 has its electro-acoustic range split into three parts based on the sections inside the muffler. In the first segment, no damping device is present, while in the second segment, a series of branching pipes are present, which is (b) Muffler 2 (c) Muffler 3 Fig. (9). Transmission loss and insertion loss of (a) Muffler 1, (b) Muffler 2 and (c) Muffler 3. (a) Muffler 1 (b) Muffler 2 Muffler 2 comprises a porous plate, an integrated reactive dampening device, and a reactive Helmholtz resonator that causes the muffler to have a predominantly reactive nature. The damper circuit has its corresponding electro-acoustic circuit shown in Fig. (4). The muffler's acoustic simulation shows a maximum TL of 65.216 dB at 4800 Hz, whereas the maximum IL is 32.802 dB at 4400 Hz. Fig. (9) depicts the acoustic performance simulation in COMSOL for muffler 2 using a graph. Muffler 2 has been determined to have maximum acoustic performance inside the middle-frequency range; however, the acoustic performance is acceptable at low frequencies and falls below 10 dB at high frequencies. Muffler 3 comprises several chambers having four segments. Fig. (5) depicts the electro-acoustic circuit, where the second segment of the muffler predominantly uses reactive damping. In contrast, the third and fourth segments are based on reactive and dissipative damping techniques and use a Helmholtz resonator in the third segment, while segment four comprises porous plates. Simulation results show that muffler 3 has a maximum TL of 158,202 dB at 200 Hz and a maximum IL value of 130,749 dB at 200 Hz. Fig. (9) depicts the acoustic performance simulation in COMSOL of muffler 3 using a graph. 3.3. Transmission loss and Impedance Measurement of transmission loss provides data which is used for comparing the impedance characteristics of muffler 1 with the help of the electro-acoustic analogy. Graphs for impedance and TL provide the data as depicted in Fig. (10). (c) Muffler 3 Fig. (10). Transmission loss and impedance of (a) Muffler 1, (b) Muffler 2 and (c) Muffler 3. Using the measurements depicted in Fig. (10), it is inferred that Muffler 1 has a similar impedance trend towards the TL value and achieves its maximum value at 5600 Hz. This curve is compared with an equivalent electro-acoustic circuit having resistive characteristics of resistors and inductors where the effective frequencies are in the medium to high-frequency range. The presence of a capacitor in the circuit due to a difference in pipe diameters influences these properties, which do not reach maximum frequency. Fig. (10) depicts a graph of impedance vs. TL, which is plotted using the results of having an equivalent electro-acoustic circuit. Muffler 2 shows a similar tendency considering the impedance and TL values, while the maximum is achieved at 4400 Hz. This result agrees with the acoustic analogy theory, which says that the inclusion of a Helmholtz resonator corresponding to a capacitor into an electro-acoustic setup provides for reactive characteristics [40]. This inclusion of the reactive component leads to the muffler having dominant reactive characteristics, as demonstrated by the electroacoustic analogy results. Fig. (10) depicts a graph that details the TL and impedance trends obtained from the electroacoustic circuit. The impedance for Muffler 3 follows a similar trend to the TL measurements, which reach maximum attenuation at 200 Hz but decreases once frequency increases over this value. This model can reduce all frequencies because it uses multiple chambers, with every segment having a different working frequency. 3.4. Sound Power Level Sound attenuation in every muffler design may be evaluated using the changes in sound power level (SWL). Fig. (11) depicts damping for muffler 1 in 2D by COMSOL. Referring to Fig. (11), it can be understood that SWL begins to reduce starting at the inlet (red) and decreases along the way to the outlet (green). Additionally, the SWL changes near the porous plate and the barrier plate. Fig. (11) depicts the SWL transformation for muffler 2 in 2D by COMSOL. (c) Muffler 3 Fig. (11). Sound pressure level of (a) Muffler 1, (b) Muffler 2 and (c) Muffler 3. Fig. (11) depicts the SWL transformation that occurs along with the primary muffler and Helmholtz resonators. The Helmholtz resonator section shows the resonance effect, while the main muffler creates change because of the porous plate and the barrier plate. Colour changes from the SWL inlet (red) to the outlet (blue) depict noise reduction. Fig. (11) depicts the SWL changes for muffler 3 in a 2D view by COMSOL. The SWL changes happening along Muffler 3 are depicted in Fig. (11). The inlet area around the main pipe portion has a high SWL (indicated in red). The blue area represents the main and outer pipes where there is no passage of sound waves. SWL decrease can be observed in both branches of segment 2. Subsequently, the SWL decreased continuously from segment 3 until it reaches the outlet (green). 3.5. Flow Analysis (a) Muffler 1 While noise reduction is the key consideration, while working on the acoustic ability, due attention must be given to ensure that the muffler maintains adequate airflow so that the high pressure at the engine can be reduced when the exhaust is vented off. Flow analysis can be performed on the muffler, where the flow distribution is indicated by pressure using a colored isosurface. Fig. (12) depicts the acoustic pressure distribution in COMSOL for muffler 1. (b) Muffler 2 (a) Muffler 1 (b) Muffler 2 (c) Muffler 3 Fig. (12). Isosurface total pressure of (a) Muffler 1, (b) Muffler 2 and (c) Muffler 3. If we observe Fig. (12), the pressure inside the muffler decreases from the inlet towards the center (red-blue discoloration); however, it again increases from the center to the outlet (blue-red discoloration), but it has a lower pressure compared to the inlet. Inference about Muffler 1 can be drawn from the results, indicating a reduction in air pressure compared to the incoming air. However, the maximum decrease happens at the center of the muffler. So, the muffler tip creates a back pressure that causes improper airflow inside the muffler. The acoustic pressure in Muffler 2 is depicted using a colored isosurface in COMSOL in Fig. (12). TL and IL measurements for muffler 1 indicate sufficiency in the medium to high-frequency range. The results establish that muffler 1 is predominantly dissipative. This result is in line with the equivalent electro-acoustic circuit having resistors and inductors' resistive characteristics, providing effectiveness in the medium to high-frequency range. Both TL and IL measurements for Mufflers 2 are in line with the theory of acoustic analogy, where the addition of a Helmholtz resonator provides reactive properties, which is equivalent to adding a capacitor in an electro-acoustic circuit. The simulation results agree with the electro-acoustic analogy, where the addition of a reactive device modifies Muffler 2 to be predominantly reactive. In the case of muffler 3, the acoustic trends indicate damping happening majorly through the reactive technique, in addition to reduced damping at high frequencies, thereby enhancing damping through dissipation. Because of several chambers with every segment having a distinct and sufficient working frequency, the damping ability is enhanced for all frequencies. Mufflers 1 and 2 cannot sufficiently reduce the pressure of the air from the engine due to backpressure generation inside these mufflers. Insufficient airflow inside the muffler impacts pressure reduction. Besides, muffler 3 reduces pressure without backpressure. Therefore, it is the best among the three mufflers model concerning the maintenance of airflow. The noise reduction response for muffler 3 can be improved for high frequency by having an additional dissipative material. This condition provides opportunities to develop through further research a multi-chamber muffler with enhanced acoustic performance. FUNDING The authors thank to Universitas Sebelas Maret for the research funding namely Hibah Pengabdian Masyarakat Grup Riset 2021. ACKNOWLEDGEMENTS The authors thank to Universiti Teknologi Malaysia for the MATLAB software and Universiti Teknologi Petronas for using COMSOL Multiphysics. REFERENCES [1] Muffler 2 is observed to have a repeated increase and decrease of air pressure, while resonance effects are observed at the Helmholtz resonator. For both mufflers, the outlet pressure is less than the inlet pressure. Muffler 2 is observed to have air pressure fluctuations that indicate a back pressure build-up in some muffler parts. The result is inadequate airflow. Fig. (12) depicts the acoustic pressure in muffler 3 using an isosurface view in COMSOL. The figure depicts the characteristics for muffler 3, where high pressure (red) is observed at the inlet, which falls as the gas travels through the muffler (grey) to the outlet without any pressure increase. This phenomenon indicates good airflow in Muffler 3 due to the lack of backpressure. CONCLUSION [2] [3] [4] [5] [6] [7] M.H. Ahmad Khairi, S.A. 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