IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v331y2023ics0306261922016270.html
   My bibliography  Save this article

Stacks multi-objective allocation optimization for multi-stack fuel cell systems

Author

Listed:
  • Zhang, Gang
  • Zhou, Su
  • Gao, Jianhua
  • Fan, Lei
  • Lu, Yanda

Abstract

For a multi-stack fuel cell system (MFCS), the optimal stacks allocation result with a single optimization index cannot meet the MFCS requirements under various operating conditions. In this work, an MFCS stacks multi-objective allocation optimization method is proposed. A multi-objective optimization model of MFCS stacks allocation with boundary conditions is established to obtain the optimal MFCS stacks allocation scheme. The minimum life-cycle cost (LCC) is selected as an optimization objective to investigate the mathematical modeling process of the stacks optimization allocation problem. The different optimization indexes, application scenarios, stack unit cost trends, hydrogen and stack retail prices, stack characteristics, and hydrogen unit usage cost weights have an impact on the minimum LCC-based MFCS stacks allocation results. As a result, compared to the conventional equal allocation MFCS, the minimum LCC-based stacks allocation MFCS could save 0.06 kg per 100 km of hydrogen for a 240 kW MFCS under the C-WTVC driving cycle. Finally, the multi-objective optimization method for determining the optimal MFCS stacks allocation scheme is discussed.

Suggested Citation

  • Zhang, Gang & Zhou, Su & Gao, Jianhua & Fan, Lei & Lu, Yanda, 2023. "Stacks multi-objective allocation optimization for multi-stack fuel cell systems," Applied Energy, Elsevier, vol. 331(C).
  • Handle: RePEc:eee:appene:v:331:y:2023:i:c:s0306261922016270
    DOI: 10.1016/j.apenergy.2022.120370
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261922016270
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2022.120370?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. Li, Yuehua & Pei, Pucheng & Ma, Ze & Ren, Peng & Huang, Hao, 2020. "Analysis of air compression, progress of compressor and control for optimal energy efficiency in proton exchange membrane fuel cell," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    2. Mahlia, T.M.I. & Chan, P.L., 2011. "Life cycle cost analysis of fuel cell based cogeneration system for residential application in Malaysia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 416-426, January.
    3. Othman, Ahmed M. & El-Fergany, Attia A., 2021. "Optimal dynamic operation and modeling of parallel connected multi-stacks fuel cells with improved slime mould algorithm," Renewable Energy, Elsevier, vol. 175(C), pages 770-782.
    4. Ally, Jamie & Pryor, Trevor, 2016. "Life cycle costing of diesel, natural gas, hybrid and hydrogen fuel cell bus systems: An Australian case study," Energy Policy, Elsevier, vol. 94(C), pages 285-294.
    5. Zhou, Su & Fan, Lei & Zhang, Gang & Gao, Jianhua & Lu, Yanda & Zhao, Peng & Wen, Chaokai & Shi, Lin & Hu, Zhe, 2022. "A review on proton exchange membrane multi-stack fuel cell systems: architecture, performance, and power management," Applied Energy, Elsevier, vol. 310(C).
    6. Li, Jiawen, 2022. "A multi-objective energy coordinative and management policy for solid oxide fuel cell using triune brain large-scale multi-agent deep deterministic policy gradient," Applied Energy, Elsevier, vol. 324(C).
    7. Petrone, Giovanni & Zamboni, Walter & Spagnuolo, Giovanni, 2019. "An interval arithmetic-based method for parametric identification of a fuel cell equivalent circuit model," Applied Energy, Elsevier, vol. 242(C), pages 1226-1236.
    8. Singh, Surinder P. & Ohara, Brandon & Ku, Anthony Y., 2021. "Prospects for cost-competitive integrated gasification fuel cell systems," Applied Energy, Elsevier, vol. 290(C).
    9. Zhang, Jun & Zhang, Caizhi & Li, Jin & Deng, Bo & Fan, Min & Ni, Meng & Mao, Zhanxin & Yuan, Honggeng, 2021. "Multi-perspective analysis of CO poisoning in high-temperature proton exchange membrane fuel cell stack via numerical investigation," Renewable Energy, Elsevier, vol. 180(C), pages 313-328.
    10. Li, Qi & Wang, Tianhong & Li, Shihan & Chen, Weirong & Liu, Hong & Breaz, Elena & Gao, Fei, 2021. "Online extremum seeking-based optimized energy management strategy for hybrid electric tram considering fuel cell degradation," Applied Energy, Elsevier, vol. 285(C).
    11. Feng, Yanbiao & Dong, Zuomin, 2020. "Integrated design and control optimization of fuel cell hybrid mining truck with minimized lifecycle cost," Applied Energy, Elsevier, vol. 270(C).
    12. Zhou, Su & Zhang, Gang & Fan, Lei & Gao, Jianhua & Pei, Fenglai, 2022. "Scenario-oriented stacks allocation optimization for multi-stack fuel cell systems," Applied Energy, Elsevier, vol. 308(C).
    13. Herr, Nathalie & Nicod, Jean-Marc & Varnier, Christophe & Jardin, Louise & Sorrentino, Antonella & Hissel, Daniel & Péra, Marie-Cécile, 2017. "Decision process to manage useful life of multi-stacks fuel cell systems under service constraint," Renewable Energy, Elsevier, vol. 105(C), pages 590-600.
    14. Zhang, Caizhi & Zeng, Tao & Wu, Qi & Deng, Chenghao & Chan, Siew Hwa & Liu, Zhixiang, 2021. "Improved efficiency maximization strategy for vehicular dual-stack fuel cell system considering load state of sub-stacks through predictive soft-loading," Renewable Energy, Elsevier, vol. 179(C), pages 929-944.
    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. Sanghyun Yun & Jinwon Yun & Jaeyoung Han, 2023. "Development of a 470-Horsepower Fuel Cell–Battery Hybrid Xcient Dynamic Model Using Simscape TM," Energies, MDPI, vol. 16(24), pages 1-22, December.

    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. Zhou, Su & Xie, Zhengchun & Chen, Chunguang & Zhang, Gang & Guo, Junhua, 2022. "Design and energy consumption research of an integrated air supply device for multi-stack fuel cell systems," Applied Energy, Elsevier, vol. 324(C).
    2. Zhou, Su & Zhang, Gang & Fan, Lei & Gao, Jianhua & Pei, Fenglai, 2022. "Scenario-oriented stacks allocation optimization for multi-stack fuel cell systems," Applied Energy, Elsevier, vol. 308(C).
    3. Zuo, Jian & Cadet, Catherine & Li, Zhongliang & Bérenguer, Christophe & Outbib, Rachid, 2024. "A deterioration-aware energy management strategy for the lifetime improvement of a multi-stack fuel cell system subject to a random dynamic load," Reliability Engineering and System Safety, Elsevier, vol. 241(C).
    4. Hao, Xinyang & Salhi, Issam & Laghrouche, Salah & Ait Amirat, Youcef & Djerdir, Abdesslem, 2023. "Multiple inputs multi-phase interleaved boost converter for fuel cell systems applications," Renewable Energy, Elsevier, vol. 204(C), pages 521-531.
    5. Zhou, Su & Fan, Lei & Zhang, Gang & Gao, Jianhua & Lu, Yanda & Zhao, Peng & Wen, Chaokai & Shi, Lin & Hu, Zhe, 2022. "A review on proton exchange membrane multi-stack fuel cell systems: architecture, performance, and power management," Applied Energy, Elsevier, vol. 310(C).
    6. Wei Shen & Lei Fan & Zhirong Pan & Chunguang Chen & Ning Wang & Su Zhou, 2022. "Comparison of Different Topologies of Thermal Management Subsystems in Multi-Stack Fuel Cell Systems," Energies, MDPI, vol. 15(14), pages 1-16, July.
    7. Sanghyun Yun & Jinwon Yun & Jaeyoung Han, 2023. "Development of a 470-Horsepower Fuel Cell–Battery Hybrid Xcient Dynamic Model Using Simscape TM," Energies, MDPI, vol. 16(24), pages 1-22, December.
    8. Zuo, Jian & Steiner, Nadia Yousfi & Li, Zhongliang & Hissel, Daniel, 2024. "Health management review for fuel cells: Focus on action phase," Renewable and Sustainable Energy Reviews, Elsevier, vol. 201(C).
    9. Napole, Cristian & Derbeli, Mohamed & Barambones, Oscar, 2021. "A global integral terminal sliding mode control based on a novel reaching law for a proton exchange membrane fuel cell system," Applied Energy, Elsevier, vol. 301(C).
    10. Wang, Chuang & Liu, Mingkun & Li, Zengqun & Xing, Ziwen & Shu, Yue, 2023. "Performance improvement of twin-screw air expander used in PEMFC systems by two-phase expansion," Energy, Elsevier, vol. 273(C).
    11. Lee, Dong-Yeon & Elgowainy, Amgad & Vijayagopal, Ram, 2019. "Well-to-wheel environmental implications of fuel economy targets for hydrogen fuel cell electric buses in the United States," Energy Policy, Elsevier, vol. 128(C), pages 565-583.
    12. Aihua Tang & Lin Yang & Tao Zeng & Quanqing Yu, 2022. "Cascade Control Method of Sliding Mode and PID for PEMFC Air Supply System," Energies, MDPI, vol. 16(1), pages 1-13, December.
    13. Wang, Zhuowei & Yu, Jiangbo (Gabe) & Chen, Anthony & Fu, Xiaowen, 2024. "Subsidy policies towards zero-emission bus fleets: A systematic technical-economic analysis," Transport Policy, Elsevier, vol. 150(C), pages 1-13.
    14. 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.
    15. Hoai Vu Anh Truong & Hoai An Trinh & Tri Cuong Do & Manh Hung Nguyen & Van Du Phan & Kyoung Kwan Ahn, 2024. "An Enhanced Extremum Seeking-Based Energy Management Strategy with Equivalent State for Hybridized-Electric Tramway-Powered by Fuel Cell–Battery–Supercapacitors," Mathematics, MDPI, vol. 12(12), pages 1-22, June.
    16. Padrón, Isidro & Avila, Deivis & Marichal, Graciliano N. & Rodríguez, José A., 2019. "Assessment of Hybrid Renewable Energy Systems to supplied energy to Autonomous Desalination Systems in two islands of the Canary Archipelago," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 221-230.
    17. Guarino, Antonio & Trinchero, Riccardo & Canavero, Flavio & Spagnuolo, Giovanni, 2022. "A fast fuel cell parametric identification approach based on machine learning inverse models," Energy, Elsevier, vol. 239(PC).
    18. Jiaming Zhou & Chunxiao Feng & Qingqing Su & Shangfeng Jiang & Zhixian Fan & Jiageng Ruan & Shikai Sun & Leli Hu, 2022. "The Multi-Objective Optimization of Powertrain Design and Energy Management Strategy for Fuel Cell–Battery Electric Vehicle," Sustainability, MDPI, vol. 14(10), pages 1-19, May.
    19. Lei Fan & Jianhua Gao & Yanda Lu & Wei Shen & Su Zhou, 2023. "Analysis of the Influence of Component Degradation on Different Degradation Indexes of PEMFC," Energies, MDPI, vol. 16(23), pages 1-14, November.
    20. Ramadhani, Farah & Hussain, M.A. & Mokhlis, Hazlie & Fazly, Muhamad & Ali, Jarinah Mohd., 2019. "Evaluation of solid oxide fuel cell based polygeneration system in residential areas integrating with electric charging and hydrogen fueling stations for vehicles," Applied Energy, Elsevier, vol. 238(C), pages 1373-1388.

    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:appene:v:331:y:2023:i:c:s0306261922016270. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.