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Real time adaptive efficient cold start strategy for proton exchange membrane fuel cells

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  • Amamou, A.
  • Kandidayeni, M.
  • Boulon, L.
  • Kelouwani, S.

Abstract

Cold start of proton exchange membrane fuel cells (PEMFCs) at sub-zero temperatures is perceived as one of the obstacles in their commercialization way in automotive application. This paper proposes a novel internal-based adaptive strategy for the cold start of PEMFC to control its operating current in real time in a way to maximize the generated heat flux and electrical power in a short time span. In this respect, firstly, an online parameter identification method is integrated into a semi-empirical model to cope with the PEMFC performances drifts during cold start. Subsequently, an optimization algorithm is launched to find the best operating points from the updated model. Finally, the determined operating point, which is the current corresponding to the maximum power, is applied to PEMFC to achieve a rapid cold start. It should be noted that the utilization of adaptive filters has escaped the attention of previous PEMFC cold start studies. The ultimate results of the proposed strategy are experimentally validated and compared to the most commonly used cold start strategies based on Potentiostatic and Galvanostatic modes. The experimental outcomes of the comparative study indicate the striking superior performance of the proposed strategy in terms of heating time and energy requirement.

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  • Amamou, A. & Kandidayeni, M. & Boulon, L. & Kelouwani, S., 2018. "Real time adaptive efficient cold start strategy for proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 216(C), pages 21-30.
    • Handle: RePEc:eee:appene:v:216:y:2018:i:c:p:21-30
    DOI: 10.1016/j.apenergy.2018.02.071
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    Cited by:

    1. Montaner Ríos, G. & Schirmer, J. & Gentner, C. & Kallo, J., 2020. "Efficient thermal management strategies for cold starts of a proton exchange membrane fuel cell system," Applied Energy, Elsevier, vol. 279(C).
    2. Pan, Weitong & Li, Ping & Gan, Quanquan & Chen, Xueli & Wang, Fuchen & Dai, Gance, 2020. "Thermal stability analysis of cold start processes in PEM fuel cells," Applied Energy, Elsevier, vol. 261(C).
    3. Ozden, Adnan & Shahgaldi, Samaneh & Li, Xianguo & Hamdullahpur, Feridun, 2019. "The impact of ionomer type on the morphological and microstructural degradations of proton exchange membrane fuel cell electrodes under freeze-thaw cycles," Applied Energy, Elsevier, vol. 238(C), pages 1048-1059.
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    5. Pengcheng Liu & Sichuan Xu, 2022. "Experimental Research on the Dynamic Characteristics and Voltage Uniformity of a PEMFC Stack under Subzero Temperatures," Energies, MDPI, vol. 15(9), pages 1-14, April.
    6. Wu, Kangcheng & Du, Qing & Zu, Bingfeng & Wang, Yupeng & Cai, Jun & Gu, Xin & Xuan, Jin & Jiao, Kui, 2021. "Enabling real-time optimization of dynamic processes of proton exchange membrane fuel cell: Data-driven approach with semi-recurrent sliding window method," Applied Energy, Elsevier, vol. 303(C).
    7. Amin Ghobadpour & Ali Amamou & Sousso Kelouwani & Nadjet Zioui & Lotfi Zeghmi, 2020. "Impact of Powertrain Components Size and Degradation Level on the Energy Management of a Hybrid Industrial Self-Guided Vehicle," Energies, MDPI, vol. 13(19), pages 1-20, September.
    8. Chunjuan Shen & Sichuan Xu & Lei Pan & Yuan Gao, 2021. "A High-Efficiency Cooperative Control Strategy of Active and Passive Heating for a Proton Exchange Membrane Fuel Cell," Energies, MDPI, vol. 14(21), pages 1-11, November.
    9. Li, Linjun & Wang, Shixue & Yue, Like & Wang, Guozhuo, 2019. "Cold-start method for proton-exchange membrane fuel cells based on locally heating the cathode," Applied Energy, Elsevier, vol. 254(C).
    10. Yang, Zirong & Jiao, Kui & Wu, Kangcheng & Shi, Weilong & Jiang, Shangfeng & Zhang, Longhai & Du, Qing, 2021. "Numerical investigations of assisted heating cold start strategies for proton exchange membrane fuel cell systems," Energy, Elsevier, vol. 222(C).
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    12. Zhan, Zhigang & Yuan, Chong & Hu, Zhangrong & Wang, Hui & Sui, P.C. & Djilali, Ned & Pan, Mu, 2018. "Experimental study on different preheating methods for the cold-start of PEMFC stacks," Energy, Elsevier, vol. 162(C), pages 1029-1040.
    13. Yanbo Yang & Tiancai Ma & Boyu Du & Weikang Lin & Naiyuan Yao, 2021. "Investigation on the Operating Conditions of Proton Exchange Membrane Fuel Cell Based on Constant Voltage Cold Start Mode," Energies, MDPI, vol. 14(3), pages 1-10, January.
    14. Knorr, Florian & Sanchez, Daniel Garcia & Schirmer, Johannes & Gazdzicki, Pawel & Friedrich, K.A., 2019. "Methanol as antifreeze agent for cold start of automotive polymer electrolyte membrane fuel cells," Applied Energy, Elsevier, vol. 238(C), pages 1-10.
    15. Kandidayeni, M. & Macias, A. & Khalatbarisoltani, A. & Boulon, L. & Kelouwani, S., 2019. "Benchmark of proton exchange membrane fuel cell parameters extraction with metaheuristic optimization algorithms," Energy, Elsevier, vol. 183(C), pages 912-925.
    16. Cao, Qiming & Min, Haitao & Sun, Weiyi & Zhao, Honghui & Yu, Yuanbin & Zhang, Zhaopu & Jiang, Junyu, 2024. "A method of combining active and passive strategies by genetic algorithm in multi-stage cold start of proton exchange membrane fuel cell," Energy, Elsevier, vol. 288(C).
    17. Zhao, Chen & Wang, Fei & Wu, Xiaoyu, 2024. "Analysis and review on air-cooled open cathode proton exchange membrane fuel cells: Bibliometric, environmental adaptation and prospect," Renewable and Sustainable Energy Reviews, Elsevier, vol. 197(C).
    18. Song, Zhen & Pan, Yue & Chen, Huicui & Zhang, Tong, 2021. "Effects of temperature on the performance of fuel cell hybrid electric vehicles: A review," Applied Energy, Elsevier, vol. 302(C).
    19. Zang, Linfeng & Hao, Liang & Zhu, Xiaojing, 2023. "Effect of the pore structure of cathode catalyst layer on the PEM fuel cell cold start process," Energy, Elsevier, vol. 271(C).
    20. Ma, Shuai & Lin, Meng & Lin, Tzu-En & Lan, Tian & Liao, Xun & Maréchal, François & Van herle, Jan & Yang, Yongping & Dong, Changqing & Wang, Ligang, 2021. "Fuel cell-battery hybrid systems for mobility and off-grid applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    21. Huo, Sen & Jiao, Kui & Park, Jae Wan, 2019. "On the water transport behavior and phase transition mechanisms in cold start operation of PEM fuel cell," Applied Energy, Elsevier, vol. 233, pages 776-788.
    22. Lin, Rui & Zhu, Yike & Ni, Meng & Jiang, Zhenghua & Lou, Diming & Han, Lihang & Zhong, Di, 2019. "Consistency analysis of polymer electrolyte membrane fuel cell stack during cold start," Applied Energy, Elsevier, vol. 241(C), pages 420-432.
    23. Tao, Jianjian & Zhang, Yihan & Wei, Xuezhe & Jiang, Shangfeng & Dai, Haifeng, 2024. "Optimization of fast cold start strategy for PEM fuel cell stack," Applied Energy, Elsevier, vol. 362(C).

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