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Feedforward-decoupled closed-loop fuzzy proportion-integral-derivative control of air supply system of proton exchange membrane fuel cell

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  • Liu, Zhao
  • Chen, Huicui
  • Peng, Lian
  • Ye, Xichen
  • Xu, Sichen
  • Zhang, Tong

Abstract

Effective control strategies of air supply system are the key to guaranteeing reliability and efficiency of the operation of the proton exchange membrane fuel cell (PEMFC) system. The novelty of this article is to design a fuzzy proportion-integral-derivative (PID) controller for the PEMFC air supply system combining the feedforward decoupled method. Aiming at strong coupling of parameters in the air supply system, we have proposed a feedforward decoupled controller to achieve independent control of air flow and pressure, so that the entire system can get better control effect. Aiming at time-varying, hysteresis, and randomness of interference in the air supply system, we have designed a fuzzy-PID controller based on the decoupled controller to achieve better dynamic response and stability, so that the possibility of air starvation can be reduced and the stack durability can be improved. The step load test reveals that the time to reach steady state, the overshoot, and the steady-state error are much smaller under the decoupled fuzzy-PID control compared that under the decoupled PID control. The New European Driving Cycle (NEDC) test further verifies that the system with the decoupled fuzzy-PID controller can quickly follow the variable load demand without system response oscillation and steady-state error.

Suggested Citation

  • Liu, Zhao & Chen, Huicui & Peng, Lian & Ye, Xichen & Xu, Sichen & Zhang, Tong, 2022. "Feedforward-decoupled closed-loop fuzzy proportion-integral-derivative control of air supply system of proton exchange membrane fuel cell," Energy, Elsevier, vol. 240(C).
    • Handle: RePEc:eee:energy:v:240:y:2022:i:c:s0360544221027390
    DOI: 10.1016/j.energy.2021.122490
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    References listed on IDEAS

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    1. Chen, Huicui & He, Yuxiang & Zhang, Xinfeng & Zhao, Xin & Zhang, Tong & Pei, Pucheng, 2018. "A method to study the intake consistency of the dual-stack polymer electrolyte membrane fuel cell system under dynamic operating conditions," Applied Energy, Elsevier, vol. 231(C), pages 1050-1058.
    2. Yang, Zaoli & Ghadamyari, Mojtaba & Khorramdel, Hossein & Seyed Alizadeh, Seyed Mehdi & Pirouzi, Sasan & Milani, Muhammed & Banihashemi, Farzad & Ghadimi, Noradin, 2021. "Robust multi-objective optimal design of islanded hybrid system with renewable and diesel sources/stationary and mobile energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
    3. Yang, Duo & Pan, Rui & Wang, Yujie & Chen, Zonghai, 2019. "Modeling and control of PEMFC air supply system based on T-S fuzzy theory and predictive control," Energy, Elsevier, vol. 188(C).
    4. Bizon, Nicu, 2019. "Real-time optimization strategies of Fuel Cell Hybrid Power Systems based on Load-following control: A new strategy, and a comparative study of topologies and fuel economy obtained," Applied Energy, Elsevier, vol. 241(C), pages 444-460.
    5. Hanif, Imran & Faraz Raza, Syed Muhammad & Gago-de-Santos, Pilar & Abbas, Qaiser, 2019. "Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: Some empirical evidence," Energy, Elsevier, vol. 171(C), pages 493-501.
    6. Matraji, Imad & Laghrouche, Salah & Jemei, Samir & Wack, Maxime, 2013. "Robust control of the PEM fuel cell air-feed system via sub-optimal second order sliding mode," Applied Energy, Elsevier, vol. 104(C), pages 945-957.
    7. Pourrahmani, Hossein & Siavashi, Majid & Moghimi, Mahdi, 2019. "Design optimization and thermal management of the PEMFC using artificial neural networks," Energy, Elsevier, vol. 182(C), pages 443-459.
    8. Olabi, A.G. & Wilberforce, Tabbi & Abdelkareem, Mohammad Ali, 2021. "Fuel cell application in the automotive industry and future perspective," Energy, Elsevier, vol. 214(C).
    9. Stolarski, Mariusz Jerzy & Warmiński, Kazimierz & Krzyżaniak, Michał & Olba–Zięty, Ewelina & Stachowicz, Paweł, 2020. "Energy consumption and heating costs for a detached house over a 12-year period – Renewable fuels versus fossil fuels," Energy, Elsevier, vol. 204(C).
    10. Sankar, K. & Thakre, Niraj & Singh, Sumit Mohan & Jana, Amiya K., 2017. "Sliding mode observer based nonlinear control of a PEMFC integrated with a methanol reformer," Energy, Elsevier, vol. 139(C), pages 1126-1143.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

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    2. Jia, Xingyun & Zhou, Dengji, 2024. "Multi-variable anti-disturbance controller with state-dependent switching law for adaptive cycle engine," Energy, Elsevier, vol. 288(C).
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    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. Wu, Jinglai & Zhang, Yunqing & Ruan, Jiageng & Liang, Zhaowen & Liu, Kai, 2023. "Rule and optimization combined real-time energy management strategy for minimizing cost of fuel cell hybrid electric vehicles," Energy, Elsevier, vol. 285(C).

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