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PEM fuel cell model and simulation in Matlab–Simulink based on physical parameters

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  1. Abdin, Z. & Webb, C.J. & Gray, E.MacA., 2017. "Modelling and simulation of an alkaline electrolyser cell," Energy, Elsevier, vol. 138(C), pages 316-331.
  2. Arne L. Lazar & Swantje C. Konradt & Hermann Rottengruber, 2019. "Open-Source Dynamic Matlab/Simulink 1D Proton Exchange Membrane Fuel Cell Model," Energies, MDPI, vol. 12(18), pages 1-12, September.
  3. Wu, Jintao & Hua, Zhipeng & Cao, Xianguang & Tang, Jiong & Cai, Shanshan & Tu, Zhengkai, 2025. "Dynamic performance of an innovative multi-port heat recovery in megawatt-class PEM fuel cell cogeneration system," Applied Energy, Elsevier, vol. 393(C).
  4. Atyabi, Seyed Ali & Afshari, Ebrahim & Zohravi, Elnaz & Udemu, Chinonyelum M., 2021. "Three-dimensional simulation of different flow fields of proton exchange membrane fuel cell using a multi-phase coupled model with cooling channel," Energy, Elsevier, vol. 234(C).
  5. Atyabi, Seyed Ali & Afshari, Ebrahim & Wongwises, Somchai & Yan, Wen-Mon & Hadjadj, Abdellah & Shadloo, Mostafa Safdari, 2019. "Effects of assembly pressure on PEM fuel cell performance by taking into accounts electrical and thermal contact resistances," Energy, Elsevier, vol. 179(C), pages 490-501.
  6. Zheng Huang & Laisuo Su & Yunjie Yang & Linsong Gao & Xinyu Liu & Heng Huang & Yubai Li & Yongchen Song, 2023. "Three-Dimensional Simulation on the Effects of Different Parameters and Pt Loading on the Long-Term Performance of Proton Exchange Membrane Fuel Cells," Sustainability, MDPI, vol. 15(4), pages 1-22, February.
  7. Sdanghi, G. & Maranzana, G. & Celzard, A. & Fierro, V., 2019. "Review of the current technologies and performances of hydrogen compression for stationary and automotive applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 150-170.
  8. Igourzal, Ayoub & Auger, François & Olivier, Jean-Christophe & Retière, Clément, 2024. "Electrical, thermal and degradation modelling of PEMFCs for naval applications," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 224(PA), pages 34-49.
  9. Xu, Shuhui & Wang, Yong & Wang, Zhi, 2019. "Parameter estimation of proton exchange membrane fuel cells using eagle strategy based on JAYA algorithm and Nelder-Mead simplex method," Energy, Elsevier, vol. 173(C), pages 457-467.
  10. Li, Jianyu & Xu, Xinyin & Karimi, Hamid Reza & Wu, Zhengtian, 2025. "Optimization of electric vehicle charging strategies in residential integrated energy systems: A SARIMA model approach for dynamic electricity prices," Energy, Elsevier, vol. 330(C).
  11. Zhao, Jian & Li, Xianguo & Shum, Chris & McPhee, John, 2023. "Control-oriented computational fuel cell dynamics modeling – Model order reduction vs. computational speed," Energy, Elsevier, vol. 266(C).
  12. Tabbi Wilberforce & Oluwatosin Ijaodola & Ahmad Baroutaji & Emmanuel Ogungbemi & Abdul Ghani Olabi, 2022. "Effect of Bipolar Plate Material on Proton Exchange Membrane Fuel Cell Performance," Energies, MDPI, vol. 15(5), pages 1-15, March.
  13. Sankar, K. & Thakre, Niraj & Singh, Sumit Mohan & Jana, Amiya K., 2017. "Sliding mode observer based nonlinear control of a PEMFC integrated with a methanol reformer," Energy, Elsevier, vol. 139(C), pages 1126-1143.
  14. Kuo, Jenn-Kun & Hsieh, Chun-Yao, 2021. "Numerical investigation into effects of ejector geometry and operating conditions on hydrogen recirculation ratio in 80 kW PEM fuel cell system," Energy, Elsevier, vol. 233(C).
  15. Cai, Shanshan & Wang, Wenli & Zou, Yuqi & Li, Song & Tu, Zhengkai, 2023. "Performance and sustainability assessment of PEMFC/solar-driven CCP systems with different energy storage devices," Energy, Elsevier, vol. 278(PB).
  16. Akira Nishimura & Kyohei Toyoda & Yuya Kojima & Syogo Ito & Eric Hu, 2021. "Numerical Simulation on Impacts of Thickness of Nafion Series Membranes and Relative Humidity on PEMFC Operated at 363 K and 373 K," Energies, MDPI, vol. 14(24), pages 1-24, December.
  17. Xu, Liangfei & Fang, Chuan & Li, Jianqiu & Ouyang, Minggao & Lehnert, Werner, 2018. "Nonlinear dynamic mechanism modeling of a polymer electrolyte membrane fuel cell with dead-ended anode considering mass transport and actuator properties," Applied Energy, Elsevier, vol. 230(C), pages 106-121.
  18. Hong, Po & Xu, Liangfei & Li, Jianqiu & Ouyang, Minggao, 2017. "Modeling of membrane electrode assembly of PEM fuel cell to analyze voltage losses inside," Energy, Elsevier, vol. 139(C), pages 277-288.
  19. Zili Wang & Guodong Yi & Shaoju Zhang, 2021. "An Improved Fuzzy PID Control Method Considering Hydrogen Fuel Cell Voltage-Output Characteristics for a Hydrogen Vehicle Power System," Energies, MDPI, vol. 14(19), pages 1-18, September.
  20. Seleem, Sameh I. & Hasanien, Hany M. & El-Fergany, Attia A., 2021. "Equilibrium optimizer for parameter extraction of a fuel cell dynamic model," Renewable Energy, Elsevier, vol. 169(C), pages 117-128.
  21. Fathy, Ahmed & Rezk, Hegazy, 2018. "Multi-verse optimizer for identifying the optimal parameters of PEMFC model," Energy, Elsevier, vol. 143(C), pages 634-644.
  22. Tang, Hao & Tang, Daogui & Diaz-Londono, Cesar & Agundis Tinajero, Gibran David & Zio, Enrico, 2026. "Coordinated multi-energy and vehicle-to-grid strategies for enhancing port operational resilience," Reliability Engineering and System Safety, Elsevier, vol. 267(PA).
  23. Yasser Diab & Francois Auger & Emmanuel Schaeffer & Stéphane Chevalier & Adib Allahham, 2022. "Real-Time Estimation of PEMFC Parameters Using a Continuous-Discrete Extended Kalman Filter Derived from a Pseudo Two-Dimensional Model," Energies, MDPI, vol. 15(7), pages 1-23, March.
  24. Zhao, Jian & Ozden, Adnan & Shahgaldi, Samaneh & Alaefour, Ibrahim E. & Li, Xianguo & Hamdullahpur, Feridun, 2018. "Effect of Pt loading and catalyst type on the pore structure of porous electrodes in polymer electrolyte membrane (PEM) fuel cells," Energy, Elsevier, vol. 150(C), pages 69-76.
  25. Pourrahmani, Hossein & Van herle, Jan, 2022. "Water management of the proton exchange membrane fuel cells: Optimizing the effect of microstructural properties on the gas diffusion layer liquid removal," Energy, Elsevier, vol. 256(C).
  26. Xiao Tang & Chunsheng Wang & Yukun Hu & Zijian Liu & Feiliang Li, 2021. "Adaptive Fuzzy PID Based on Granular Function for Proton Exchange Membrane Fuel Cell Oxygen Excess Ratio Control," Energies, MDPI, vol. 14(4), pages 1-18, February.
  27. Tolj, Ivan & Penga, Željko & Vukičević, Damir & Barbir, Frano, 2020. "Thermal management of edge-cooled 1 kW portable proton exchange membrane fuel cell stack," Applied Energy, Elsevier, vol. 257(C).
  28. Qinwen Yang & Xuan Liu & Gang Xiao & Zhen Zhang, 2025. "PEMFC Semi-Empirical Model Improvement by Reconstructing Concentration Loss," Energies, MDPI, vol. 18(7), pages 1-24, March.
  29. Zou, Wei & Froning, Dieter & Shi, Yan & Lehnert, Werner, 2021. "Working zone for a least-squares support vector machine for modeling polymer electrolyte fuel cell voltage," Applied Energy, Elsevier, vol. 283(C).
  30. El-Hay, E.A. & El-Hameed, M.A. & El-Fergany, A.A., 2019. "Optimized Parameters of SOFC for steady state and transient simulations using interior search algorithm," Energy, Elsevier, vol. 166(C), pages 451-461.
  31. Jinquan, Guo & Hongwen, He & Jianwei, Li & Qingwu, Liu, 2021. "Real-time energy management of fuel cell hybrid electric buses: Fuel cell engines friendly intersection speed planning," Energy, Elsevier, vol. 226(C).
  32. Cai, Shanshan & Yang, Juncheng & Zou, Yuqi & Hua, Zhipeng & Li, Song & Tu, Zhengkai, 2025. "Energy-exergy-emergy optimization analysis designed for combined cooling and power systems driven by proton-exchange membrane fuel cell," Energy, Elsevier, vol. 329(C).
  33. Vu, Hoang Nghia & Truong Le Tri, Dat & Nguyen, Huu Linh & Kim, Younghyeon & Yu, Sangseok, 2023. "Multifunctional bypass valve for water management and surge protection in a proton-exchange membrane fuel cell supply-air system," Energy, Elsevier, vol. 278(C).
  34. Ijaodola, O.S. & El- Hassan, Zaki & Ogungbemi, E. & Khatib, F.N. & Wilberforce, Tabbi & Thompson, James & Olabi, A.G., 2019. "Energy efficiency improvements by investigating the water flooding management on proton exchange membrane fuel cell (PEMFC)," Energy, Elsevier, vol. 179(C), pages 246-267.
  35. Eriksson, E.L.V. & Gray, E.MacA., 2017. "Optimization and integration of hybrid renewable energy hydrogen fuel cell energy systems – A critical review," Applied Energy, Elsevier, vol. 202(C), pages 348-364.
  36. Mingzhang Pan & Chengjie Pan & Jinyang Liao & Chao Li & Rong Huang & Qiwei Wang, 2021. "Assessment of Sensitivity to Evaluate the Impact of Operating Parameters on Stability and Performance in Proton Exchange Membrane Fuel Cells," Energies, MDPI, vol. 14(14), pages 1-23, July.
  37. Fan, Ruijia & Chang, Guofeng & Xu, Yiming & Zhang, Yuanzhi, 2024. "Investigating the transient electrical behaviors in PEM fuel cells under various platinum distributions within cathode catalyst layers," Applied Energy, Elsevier, vol. 359(C).
  38. Ogungbemi, Emmanuel & Ijaodola, Oluwatosin & Khatib, F.N. & Wilberforce, Tabbi & El Hassan, Zaki & Thompson, James & Ramadan, Mohamad & Olabi, A.G., 2019. "Fuel cell membranes – Pros and cons," Energy, Elsevier, vol. 172(C), pages 155-172.
  39. Zhao, Junjie & Chang, Huawei & Luo, Xiaobing & Tu, Zhengkai & Chan, Siew Hwa, 2022. "Dynamic analysis of a CCHP system based on fuel cells integrated with methanol-reforming and dehumidification for data centers," Applied Energy, Elsevier, vol. 309(C).
  40. Yang, Duo & Pan, Rui & Wang, Yujie & Chen, Zonghai, 2019. "Modeling and control of PEMFC air supply system based on T-S fuzzy theory and predictive control," Energy, Elsevier, vol. 188(C).
  41. Peter Reithuber & Christian Frühwirth & Simon Buchberger & Helmut Eichlseder, 2023. "Investigation of the Proton Exchange Membrane Fuel Cell System Cathode Exhaust Gas Composition Based on Test Bed Measurements," Energies, MDPI, vol. 16(16), pages 1-20, August.
  42. Xiong, Zhe & Yuan, Yupeng & Tong, Liang & Li, Xiao & Shen, Boyang, 2024. "Dynamic performance analysis of proton exchange membrane fuel cell in marine applications," Energy, Elsevier, vol. 310(C).
  43. Krystof Foniok & Lubomira Drozdova & Lukas Prokop & Filip Krupa & Pavel Kedron & Vojtech Blazek, 2025. "Mechanisms and Modelling of Effects on the Degradation Processes of a Proton Exchange Membrane (PEM) Fuel Cell: A Comprehensive Review," Energies, MDPI, vol. 18(8), pages 1-64, April.
  44. Deng, Zhihua & Miao, Bin & Chen, Qihong & Chen, Jian & Tong, Chengguang & Liu, Hao & Deendarlianto, & Suwarno, & Wang, Haijiang & Chan, Siew Hwa, 2026. "Degradation prediction and remaining useful life estimation of PEMFCs: Mechanisms, methods, datasets, and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 229(C).
  45. Trinh, Dinh Hoang & Nguyen, Ngoc Dat & Choi, Yoora & Yu, Sangseok, 2026. "A comprehensive dynamic system model of proton exchange membrane fuel cell for analysis of high current power generation," Renewable Energy, Elsevier, vol. 256(PF).
  46. Mounika, Kandi & Bhattacharjee, Ankur, 2025. "Design and experimental validation for performance analysis of non-isolated power converter topologies in fuel cell integrated dynamic load based local energy systems," Energy, Elsevier, vol. 322(C).
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