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Fuel cell temperature control based on nonlinear transformation mitigating system nonlinearity

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  • Pei, Yaowang
  • Chen, Fengxiang
  • Jiao, Jieran
  • Ye, Huan
  • Zhang, Caizhi
  • Jiang, Xiaojie

Abstract

The operational temperature significantly impacts the efficiency and lifespan of fuel cells. However, precise fuel cell temperature control poses a challenge due to the inherent nonlinear characteristics within the thermal management system. In this study, an in-depth quantitative analysis is undertaken to dissect the intricacies of nonlinearity embedded in temperature control. The results show that the nonlinearity arises from the nonlinear mapping between the thermostat opening and the distribution of coolant flow between the inner and outer loops. To address this nonlinearity, a pre-experiment is implemented to determine the flow ratio of the outer loop coolant flow rate concerning the total stack coolant flow rate under different thermostat openings. Furthermore, a robust temperature control method based on nonlinear transformation is designed, ensuring that stack coolant inlet temperature quickly tracks the target value when load currents change. The proposed control method is verified on a 5 kW fuel cell test bench, and the results demonstrate improvement in dynamic characteristics and enhanced system's robustness. Small-step tests indicate stable tracking of the stack coolant inlet temperature, with a steady-state error of less than 0.2 °C. Besides, under a large-load step response test, the thermostat exhibits a rapid response with merely a 0.6 °C temperature overshoot.

Suggested Citation

  • Pei, Yaowang & Chen, Fengxiang & Jiao, Jieran & Ye, Huan & Zhang, Caizhi & Jiang, Xiaojie, 2024. "Fuel cell temperature control based on nonlinear transformation mitigating system nonlinearity," Renewable Energy, Elsevier, vol. 230(C).
    • Handle: RePEc:eee:renene:v:230:y:2024:i:c:s0960148124008826
    DOI: 10.1016/j.renene.2024.120814
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    as
    1. Zhao, Chen & Li, Baozhu & Zhang, Lu & Han, Yaru & Wu, Xiaoyu, 2023. "Novel optimal structure design and testing of air-cooled open-cathode proton exchange membrane fuel cell," Renewable Energy, Elsevier, vol. 215(C).
    2. Zhang, Bo & Lin, Fei & Zhang, Caizhi & Liao, Ruiyue & Wang, Ya-Xiong, 2020. "Design and implementation of model predictive control for an open-cathode fuel cell thermal management system," Renewable Energy, Elsevier, vol. 154(C), pages 1014-1024.
    3. Yang, Weiguang & Guo, Hui & Niu, Fuquan & Wang, Bingjie & Huang, Bin & Niu, Sirui & Liu, Jianli & Yang, Shuting & Yang, Yange, 2023. "A novel strategy for accelerating degradation of proton exchange membranes in fuel cell," Renewable Energy, Elsevier, vol. 213(C), pages 38-46.
    4. Kang, Sanggyu & Min, Kyoungdoug, 2016. "Dynamic simulation of a fuel cell hybrid vehicle during the federal test procedure-75 driving cycle," Applied Energy, Elsevier, vol. 161(C), pages 181-196.
    5. 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).
    6. 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.
    7. Pei, Yaowang & Chen, Fengxiang & Jiao, Jieran & Liu, Shiguang, 2024. "Analysis and control strategy design for PEMFC purging process," Energy, Elsevier, vol. 290(C).
    8. 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).
    9. Chen, Fengxiang & Pei, Yaowang & Jiao, Jieran & Chi, Xuncheng & Hou, Zhongjun, 2023. "Energy flow and thermal voltage analysis of water-cooled PEMFC stack under normal operating conditions," Energy, Elsevier, vol. 275(C).
    10. Xu, Jiamin & Zhang, Caizhi & Wan, Zhongmin & Chen, Xi & Chan, Siew Hwa & Tu, Zhengkai, 2022. "Progress and perspectives of integrated thermal management systems in PEM fuel cell vehicles: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 155(C).
    11. Fan, Lixin & Liu, Yang & Luo, Xiaobing & Tu, Zhengkai & Chan, Siew Hwa, 2023. "Comparison and evaluation of mega watts proton exchange membrane fuel cell combined heat and power system under different waste heat recovery methods," Renewable Energy, Elsevier, vol. 210(C), pages 295-305.
    12. Chen, Qin & Zhang, Guobin & Zhang, Xuzhong & Sun, Cheng & Jiao, Kui & Wang, Yun, 2021. "Thermal management of polymer electrolyte membrane fuel cells: A review of cooling methods, material properties, and durability," Applied Energy, Elsevier, vol. 286(C).
    13. Yuan, Yongliang & Yang, Qingkang & Ren, Jianji & Mu, Xiaokai & Wang, Zhenxi & Shen, Qianlong & Zhao, Wu, 2024. "Attack-defense strategy assisted osprey optimization algorithm for PEMFC parameters identification," Renewable Energy, Elsevier, vol. 225(C).
    14. Wu, Wei & Zhai, Chong & Sui, Zengguang & Sui, Yunren & Luo, Xianglong, 2021. "Proton exchange membrane fuel cell integrated with microchannel membrane-based absorption cooling for hydrogen vehicles," Renewable Energy, Elsevier, vol. 178(C), pages 560-573.
    15. Sun, Li & Li, Guanru & Hua, Q.S. & Jin, Yuhui, 2020. "A hybrid paradigm combining model-based and data-driven methods for fuel cell stack cooling control," Renewable Energy, Elsevier, vol. 147(P1), pages 1642-1652.
    16. Fengxiang Chen & Ling Liu & Shiguang Liu & Tong Zhang, 2014. "Modeling, Parameters Identification, and Control of High Pressure Fuel Cell Back-Pressure Valve," Mathematical Problems in Engineering, Hindawi, vol. 2014, pages 1-10, November.
    17. Yu, Xingzi & Zhang, Caizhi & Li, Mengxiao & Wang, Gucheng & Tu, Zhengkai & Yu, Tao & Dong, Hui & Zhao, Fuqiang, 2024. "Thermal management of an open-cathode PEMFC based on constraint generalized predictive control and optimized strategy," Renewable Energy, Elsevier, vol. 220(C).
    18. Islam, M.R. & Shabani, B. & Rosengarten, G. & Andrews, J., 2015. "The potential of using nanofluids in PEM fuel cell cooling systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 523-539.
    19. Yu, Sangseok & Jung, Dohoy, 2010. "A study of operation strategy of cooling module with dynamic fuel cell system model for transportation application," Renewable Energy, Elsevier, vol. 35(11), pages 2525-2532.
    20. Islam, Mohammad Rafiqul & Shabani, Bahman & Rosengarten, Gary, 2016. "Nanofluids to improve the performance of PEM fuel cell cooling systems: A theoretical approach," Applied Energy, Elsevier, vol. 178(C), pages 660-671.
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