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Influencing sensitivities of critical operating parameters on PEMFC output performance and gas distribution quality under different electrical load conditions

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  1. Masli Irwan Rosli & Bee Huah Lim & Edy Herianto Majlan & Teuku Husaini & Wan Ramli Wan Daud & Soh Fong Lim, 2022. "Performance Analysis of PEMFC with Single-Channel and Multi-Channels on the Impact of the Geometrical Model," Energies, MDPI, vol. 15(21), pages 1-14, October.
  2. Chen, Huicui & Zhang, Ruirui & Xia, Zhifeng & Weng, Qianyao & Zhang, Tong & Pei, Pucheng, 2023. "Experimental investigation on PEM fuel cell flooding mitigation under heavy loading condition," Applied Energy, Elsevier, vol. 349(C).
  3. Zeng, Tao & Xiao, Long & Chen, Jinrui & Li, Yu & Yang, Yi & Huang, Shulong & Deng, Chenghao & Zhang, Caizhi, 2023. "Feedforward-based decoupling control of air supply for vehicular fuel cell system: Methodology and experimental validation," Applied Energy, Elsevier, vol. 335(C).
  4. Zhang, Yuqi & Li, Yu & Zhang, Caizhi & Yang, Yunzi & Yu, Xingzi & Niu, Tong & Wang, Lei & Wang, Gucheng, 2024. "Intelligent diagnosis of proton exchange membrane fuel cell water states based on flooding-specificity experiment and deep learning method," Renewable Energy, Elsevier, vol. 222(C).
  5. Feng, ShengSen & Huang, WenTao & Huang, Zhe & Jian, Qifei, 2022. "Optimization of maximum power density output for proton exchange membrane fuel cell based on a data-driven surrogate model," Applied Energy, Elsevier, vol. 317(C).
  6. Zhu, Wenchao & Shao, Cheng & Xie, Changjun & Zhao, Bo & Zhang, Leiqi, 2024. "Innovative air supply management in fuel cells: An economic predictive control approach without pre-measured OER," Renewable Energy, Elsevier, vol. 232(C).
  7. Luo, Lizhong & Huang, Bi & Bai, Xingying & Cheng, Zongyi & Jian, Qifei, 2020. "Temperature uniformity improvement of a proton exchange membrane fuel cell stack with ultra-thin vapor chambers," Applied Energy, Elsevier, vol. 270(C).
  8. Chen, Ke & Luo, Zongkai & Zou, Guofu & He, Dandi & Xiong, Zhongzhuang & Zhou, Yu & Chen, Ben, 2024. "Multi-objective optimization of gradient gas diffusion layer structures for enhancing proton exchange membrane fuel cell performance based on response surface methodology and non-dominated sorting gen," Energy, Elsevier, vol. 288(C).
  9. Wang, Xuechao & Chen, Jinzhou & Quan, Shengwei & Wang, Ya-Xiong & He, Hongwen, 2020. "Hierarchical model predictive control via deep learning vehicle speed predictions for oxygen stoichiometry regulation of fuel cells," Applied Energy, Elsevier, vol. 276(C).
  10. Pandu Ranga Tirumalasetti & Fang-Bor Weng & Mangaliso Menzi Dlamini & Chia-Hung Chen, 2024. "Numerical Simulation of Double Layered Wire Mesh Integration on the Cathode for a Proton Exchange Membrane Fuel Cell (PEMFC)," Energies, MDPI, vol. 17(2), pages 1-15, January.
  11. Zhang, Xiaojie & Zhang, Tong & Chen, Huicui & Cao, Yinliang, 2021. "A review of online electrochemical diagnostic methods of on-board proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 286(C).
  12. Zhang, Qinguo & Tong, Zheming & Tong, Shuiguang & Cheng, Zhewu, 2021. "Self-humidifying effect of air self-circulation system for proton exchange membrane fuel cell engines," Renewable Energy, Elsevier, vol. 164(C), pages 1143-1155.
  13. Yu, Yulong & Lv, Shuangyu & Wang, Qiuyu & Xian, Lei & Chen, Lei & Tao, Wen-Quan, 2024. "A two-stage framework for quantifying the impact of operating parameters and optimizing power density and oxygen distribution quality of PEMFC," Renewable Energy, Elsevier, vol. 236(C).
  14. 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.
  15. Quan, Shengwei & Wang, Ya-Xiong & Xiao, Xuelian & He, Hongwen & Sun, Fengchun, 2021. "Feedback linearization-based MIMO model predictive control with defined pseudo-reference for hydrogen regulation of automotive fuel cells," Applied Energy, Elsevier, vol. 293(C).
  16. Yu, Yulong & Zheng, Qiang & Zhang, Tianyi & Li, Zhengyan & Chen, Lei & Tao, Wen-Quan, 2025. "Forecasting the output performance of PEMFCs via a novel deep learning framework considering varying operating conditions and time scales," Applied Energy, Elsevier, vol. 389(C).
  17. Zhou, Yu & Chen, Ben, 2023. "Investigation of optimization and evaluation criteria for flow field in proton exchange membrane fuel cell: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 185(C).
  18. Lu Zhang & Yongfeng Liu & Pucheng Pei & Xintong Liu & Long Wang & Yuan Wan, 2022. "Variation Characteristic Analysis of Water Content at the Flow Channel of Proton Exchange Membrane Fuel Cell," Energies, MDPI, vol. 15(9), pages 1-20, April.
  19. Chen, Dongfang & Pei, Pucheng & Meng, Yining & Ren, Peng & Li, Yuehua & Wang, Mingkai & Wang, Xizhong, 2022. "Novel extraction method of working condition spectrum for the lifetime prediction and energy management strategy evaluation of automotive fuel cells," Energy, Elsevier, vol. 255(C).
  20. Zhou, Yu & Meng, Kai & Liu, Wei & Chen, Ke & Chen, Wenshang & Zhang, Ning & Chen, Ben, 2024. "Multi-objective optimization of comprehensive performance enhancement for proton exchange membrane fuel cell based on machine learning," Renewable Energy, Elsevier, vol. 232(C).
  21. Qian, Zhang & Hongwei, Wang & Chunlei, Liu & Yi, An, 2024. "Establishment and identification of MIMO fractional Hammerstein model with colored noise for PEMFC system," Chaos, Solitons & Fractals, Elsevier, vol. 180(C).
  22. Tang, Tingjiang & Lu, Chihua & Xiao, Chenguang & Wang, Zhongguo & Zhang, Fengjiao & Yu, Jing & Chen, Hong & Luo, Maji, 2025. "Degradation and performance recovery of 150 kW dual-stack proton exchange membrane fuel cell system for heavy-duty truck applications," Energy, Elsevier, vol. 317(C).
  23. Bai, Fan & Tang, Zhiyi & Yin, Ren-Jie & Jin, Shu-Qi & Chen, Lei & Fang, Wen-Zhen & Mu, Yu-Tong & Tao, Wen-Quan, 2025. "Optimization of the operational conditions of PEMFC by a novel CFD-DT-GA approach," Applied Energy, Elsevier, vol. 387(C).
  24. Ghanbari, Sina & Ghasabehi, Mehrdad & Asadi, Mohammad Reza & Shams, Mehrzad, 2024. "An inquiry into transport phenomena and artificial intelligence-based optimization of a novel bio-inspired flow field for proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 376(PA).
  25. Meng, Kai & Chen, Ben & Zhou, Haoran & Shen, Jun & Shen, Zuguo & Tu, Zhengkai, 2022. "Investigation on degradation mechanism of hydrogen–oxygen proton exchange membrane fuel cell under current cyclic loading," Energy, Elsevier, vol. 242(C).
  26. Zhang, Zhuo & Wang, Qi-yao & Bai, Fan & Chen, Li & Tao, Wen-quan, 2023. "Performance simulation and key parameters in-plane distribution analysis of a commercial-size PEMFC," Energy, Elsevier, vol. 263(PC).
  27. Deng, Shutong & Zhang, Jun & Zhang, Caizhi & Luo, Mengzhu & Ni, Meng & Li, Yu & Zeng, Tao, 2022. "Prediction and optimization of gas distribution quality for high-temperature PEMFC based on data-driven surrogate model," Applied Energy, Elsevier, vol. 327(C).
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