IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v220y2024ics0960148123015239.html
   My bibliography  Save this article

Thermal management of an open-cathode PEMFC based on constraint generalized predictive control and optimized strategy

Author

Listed:
  • Yu, Xingzi
  • Zhang, Caizhi
  • Li, Mengxiao
  • Wang, Gucheng
  • Tu, Zhengkai
  • Yu, Tao
  • Dong, Hui
  • Zhao, Fuqiang

Abstract

The application of open-cathode proton exchange membrane fuel cell (PEMFC) has been extended to unmanned aerial vehicles (UAVs), light duty vehicles and other fields, but its performance is highly affected by the temperature fluctuation of stack and ambient temperature. This paper aims to design a thermal management system to achieve higher stack performance and lower fan power consumption by considering ambient temperature and practical application. To do that, a new temperature control strategy is first proposed by studying the relationship between optimal operating temperature and ambient temperature. Then, a model of 1000 W stack including thermal system is built for designing a temperature controller based on constraint generalized predictive control (CGPC). After that, the CGPC controller is enhanced by adding optimized strategy and control rules related to practical application to avoid irreversible damage especially when the current density increases. Finally, the control system with enhanced CGPC is effectively reduce the average error compared with PI control, which is only 0.032 °C. The proposed control strategy with additional control rules is valid by experiments and shows higher performance and lower fan duty cycle of 28.9 % compared with manufacture's default strategy. Thus, the proposed method has significant for widespread application of PEMFC.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:renene:v:220:y:2024:i:c:s0960148123015239
    DOI: 10.1016/j.renene.2023.119608
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148123015239
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2023.119608?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Gong, Chengyuan & Xing, Lu & Liang, Cong & Tu, Zhengkai, 2022. "Modeling and dynamic characteristic simulation of air-cooled proton exchange membrane fuel cell stack for unmanned aerial vehicle," Renewable Energy, Elsevier, vol. 188(C), pages 1094-1104.
    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. 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).
    4. Zeng, Tao & Zhang, Caizhi & Zhang, Yanyi & Deng, Chenghao & Hao, Dong & Zhu, Zhongwen & Ran, Hongxu & Cao, Dongpu, 2021. "Optimization-oriented adaptive equivalent consumption minimization strategy based on short-term demand power prediction for fuel cell hybrid vehicle," Energy, Elsevier, vol. 227(C).
    5. Sharaf, Omar Z. & Orhan, Mehmet F., 2014. "An overview of fuel cell technology: Fundamentals and applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 810-853.
    6. Bhosale, Amit C. & Ghosh, Prakash C. & Assaud, Loïc, 2020. "Preparation methods of membrane electrode assemblies for proton exchange membrane fuel cells and unitized regenerative fuel cells: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    7. Ismail, M.S. & Ingham, D.B. & Hughes, K.J. & Ma, L. & Pourkashanian, M., 2014. "An efficient mathematical model for air-breathing PEM fuel cells," Applied Energy, Elsevier, vol. 135(C), pages 490-503.
    8. Kurnia, Jundika C. & Chaedir, Benitta A. & Sasmito, Agus P. & Shamim, Tariq, 2021. "Progress on open cathode proton exchange membrane fuel cell: Performance, designs, challenges and future directions," Applied Energy, Elsevier, vol. 283(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ertekin, Davut & Özden, Mustafa & Deniz, Adnan & Zeyd Toprak, Muhammed, 2024. "Neuro-fuzzy-SVPWM switched-inductor-capacitor-based boost inverter for grid-tied fuel cell power generators, design and implementation," Renewable Energy, Elsevier, vol. 227(C).
    2. Weng, Fang-Bor & Dlamini, Mangaliso Menzi & Tirumalasetti, Pandu Ranga & Hwang, Jenn-Jiang, 2024. "Experimental evaluation of flow field design on open-cathode proton exchange membrane fuel cells (PEMFC) short stack consisting of three cells," Renewable Energy, Elsevier, vol. 226(C).
    3. Liu, Yang & Zhao, Junjie & Tu, Zhengkai, 2024. "Detecting performance degradation in a dead-ended hydrogen-oxygen proton exchange membrane fuel cell used for an unmanned underwater vehicle," Renewable Energy, Elsevier, vol. 222(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liu, Zhaoming & Chang, Guofeng & Yuan, Hao & Tang, Wei & Xie, Jiaping & Wei, Xuezhe & Dai, Haifeng, 2023. "Adaptive look-ahead model predictive control strategy of vehicular PEMFC thermal management," Energy, Elsevier, vol. 285(C).
    2. Zhao, Lei & Yuan, Hao & Xie, Jiaping & Jiang, Shangfeng & Wei, Xuezhe & Tang, Wei & Ming, Pingwen & Dai, Haifeng, 2023. "Inconsistency evaluation of vehicle-oriented fuel cell stacks based on electrochemical impedance under dynamic operating conditions," Energy, Elsevier, vol. 265(C).
    3. Yu, Xianxian & Liu, Yang & Tu, Zhengkai & Chan, Siew Hwa, 2023. "Endplate effect in an open-cathode proton exchange membrane fuel cell stack: Phenomenon and resolution," Renewable Energy, Elsevier, vol. 219(P1).
    4. 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).
    5. Meng, Huanru & Yu, Xianxian & Luo, Xiaobing & Tu, Zhengkai, 2024. "Modelling and operation characteristics of air-cooled PEMFC with metallic bipolar plate used in unmanned aerial vehicle," Energy, Elsevier, vol. 300(C).
    6. 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).
    7. Viviana Cigolotti & Matteo Genovese & Petronilla Fragiacomo, 2021. "Comprehensive Review on Fuel Cell Technology for Stationary Applications as Sustainable and Efficient Poly-Generation Energy Systems," Energies, MDPI, vol. 14(16), pages 1-28, August.
    8. 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).
    9. Yu, Xianxian & Luo, Xiaobing & Tu, Zhengkai, 2023. "Development of a compact high-power density air-cooled proton exchange membrane fuel cell stack with ultrathin steel bipolar plates," Energy, Elsevier, vol. 270(C).
    10. Zhang, Jikai & Wang, Changjian & Zhang, Aifeng, 2022. "Experimental study on temperature and performance of an open-cathode PEMFC stack under thermal radiation environment," Applied Energy, Elsevier, vol. 311(C).
    11. Kurnia, Jundika C. & Chaedir, Benitta A. & Sasmito, Agus P. & Shamim, Tariq, 2021. "Progress on open cathode proton exchange membrane fuel cell: Performance, designs, challenges and future directions," Applied Energy, Elsevier, vol. 283(C).
    12. Zhang, Yong & He, Shirong & Jiang, Xiaohui & Yang, Xi & Wang, Zhuo & Zhang, Shuanyang & Cao, Jing & Fang, Haoyan & Li, Qiming, 2024. "Full-scale three-dimensional simulation of air cooling metal bipolar plate proton exchange membrane fuel cell stack considering a non-isothermal multiphase model," Applied Energy, Elsevier, vol. 357(C).
    13. Zhao, Chen & Xing, Shuang & Liu, Wei & Chen, Ming & Wang, Haijiang, 2021. "Performance and thermal optimization of different length-width ratio for air-cooled open-cathode fuel cell," Renewable Energy, Elsevier, vol. 178(C), pages 1250-1260.
    14. Zhiming Zhang & Sai Wu & Kunpeng Li & Jiaming Zhou & Caizhi Zhang & Guofeng Wang & Tong Zhang, 2022. "An Effective Force-Temperature-Humidity Coupled Modeling for PEMFC Performance Parameter Matching by Using CFD and FEA Co-Simulation," Sustainability, MDPI, vol. 14(21), pages 1-18, November.
    15. Ettihir, K. & Boulon, L. & Agbossou, K., 2016. "Optimization-based energy management strategy for a fuel cell/battery hybrid power system," Applied Energy, Elsevier, vol. 163(C), pages 142-153.
    16. Calili-Cankir, Fatma & Ismail, Mohammed S. & Ingham, Derek B. & Hughes, Kevin J. & Ma, Lin & Pourkashanian, Mohamed, 2023. "Air-breathing polymer electrolyte fuel cells: A review," Renewable Energy, Elsevier, vol. 213(C), pages 86-108.
    17. Xing, Shuang & Zhao, Chen & Zou, Jiexin & Zaman, Shahid & Yu, Yang & Gong, Hongwei & Wang, Yajun & Chen, Ming & Wang, Min & Lin, Meng & Wang, Haijiang, 2022. "Recent advances in heat and water management of forced-convection open-cathode proton exchange membrane fuel cells," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    18. 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).
    19. Das, Himadry Shekhar & Tan, Chee Wei & Yatim, A.H.M., 2017. "Fuel cell hybrid electric vehicles: A review on power conditioning units and topologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 268-291.
    20. Peng, Fei & Zhao, Yuanzhe & Li, Xiaopeng & Liu, Zhixiang & Chen, Weirong & Liu, Yang & Zhou, Donghua, 2017. "Development of master-slave energy management strategy based on fuzzy logic hysteresis state machine and differential power processing compensation for a PEMFC-LIB-SC hybrid tramway," Applied Energy, Elsevier, vol. 206(C), pages 346-363.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:220:y:2024:i:c:s0960148123015239. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.