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Optimization-based energy management strategy for a fuel cell/battery hybrid power system

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  • Ettihir, K.
  • Boulon, L.
  • Agbossou, K.

Abstract

This paper addresses the energy management strategy (EMS) for a fuel cell hybrid electric vehicle (FC-HEV). The purpose of this paper is to ensure an optimal power splitting between the fuel cell system (FCS) and the battery pack, taking into account the operating conditions of the FCS. The FCS is a multi-physics system, and consequently, its energetic performances depend on the operating conditions (i.e., temperature, gas relative humidity, gas stoichiometry, pressure and ageing). Specific techniques must be used to reach the best performances of the FCS. In this work, models are identified online by using the adaptive recursive least square (ARLS) method to seek a variation in the FCS performances. Then, an optimization algorithm is used on the updated model to find the best efficiency and power operating points. This process is used into an optimal EMS based on Pontryagin’s minimum principle, for a FC-HEV. The effectiveness of the proposed EMS is demonstrated by conducting studies on two FCSs with different levels of degradation.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:appene:v:163:y:2016:i:c:p:142-153
    DOI: 10.1016/j.apenergy.2015.10.176
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    References listed on IDEAS

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    1. Gomez, Alberto & Raj, Abhishek & Sasmito, Agus P. & Shamim, Tariq, 2014. "Effect of operating parameters on the transient performance of a polymer electrolyte membrane fuel cell stack with a dead-end anode," Applied Energy, Elsevier, vol. 130(C), pages 692-701.
    2. Erdinc, O. & Uzunoglu, M., 2010. "Recent trends in PEM fuel cell-powered hybrid systems: Investigation of application areas, design architectures and energy management approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2874-2884, December.
    3. Olateju, Babatunde & Monds, Joshua & Kumar, Amit, 2014. "Large scale hydrogen production from wind energy for the upgrading of bitumen from oil sands," Applied Energy, Elsevier, vol. 118(C), pages 48-56.
    4. 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.
    5. Feng, Xiao & Wang, Li & Min, Shuling, 2009. "Industrial emergy evaluation for hydrogen production systems from biomass and natural gas," Applied Energy, Elsevier, vol. 86(9), pages 1767-1773, September.
    6. Song, Ziyou & Hofmann, Heath & Li, Jianqiu & Hou, Jun & Han, Xuebing & Ouyang, Minggao, 2014. "Energy management strategies comparison for electric vehicles with hybrid energy storage system," Applied Energy, Elsevier, vol. 134(C), pages 321-331.
    7. Yang, Chih-Wei & Chen, Yong-Song, 2014. "A mathematical model to study the performance of a proton exchange membrane fuel cell in a dead-ended anode mode," Applied Energy, Elsevier, vol. 130(C), pages 113-121.
    8. 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.
    9. Chen, Zheng & Xia, Bing & You, Chenwen & Mi, Chunting Chris, 2015. "A novel energy management method for series plug-in hybrid electric vehicles," Applied Energy, Elsevier, vol. 145(C), pages 172-179.
    10. Bizon, Nicu, 2013. "Energy harvesting from the FC stack that operates using the MPP tracking based on modified extremum seeking control," Applied Energy, Elsevier, vol. 104(C), pages 326-336.
    11. Pei, Pucheng & Chen, Huicui, 2014. "Main factors affecting the lifetime of Proton Exchange Membrane fuel cells in vehicle applications: A review," Applied Energy, Elsevier, vol. 125(C), pages 60-75.
    12. Ramos-Paja, Carlos Andrés & Spagnuolo, Giovanni & Petrone, Giovanni & Mamarelis, Emilio, 2014. "A perturbation strategy for fuel consumption minimization in polymer electrolyte membrane fuel cells: Analysis, Design and FPGA implementation," Applied Energy, Elsevier, vol. 119(C), pages 21-32.
    13. Barelli, Linda & Bidini, Gianni & Ottaviano, Andrea, 2012. "Optimization of a PEMFC/battery pack power system for a bus application," Applied Energy, Elsevier, vol. 97(C), pages 777-784.
    14. Tang, Yong & Yuan, Wei & Pan, Minqiang & Wan, Zhenping, 2011. "Experimental investigation on the dynamic performance of a hybrid PEM fuel cell/battery system for lightweight electric vehicle application," Applied Energy, Elsevier, vol. 88(1), pages 68-76, January.
    15. Hou, Yongping & Shen, Caoyuan & Yang, Zhihua & He, Yuntang, 2012. "A dynamic voltage model of a fuel cell stack considering the effects of hydrogen purge operation," Renewable Energy, Elsevier, vol. 44(C), pages 246-251.
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