TY - JOUR
T1 - 基于模型特征分析的质子交换膜燃料电池建模研究综述
AU - Ma, Rui
AU - Ren, Zijun
AU - Xie, Renyou
AU - Zhao, Dongdong
AU - Huangfu, Yigeng
N1 - Publisher Copyright:
© 2021 Chin. Soc. for Elec. Eng.
PY - 2021/11/20
Y1 - 2021/11/20
N2 - Proton exchange membrane fuel cell (PEMFC) modeling research can help to realize its new characteristics verification, new structure design, and new control strategy analysis, which has the characteristics including various modeling features and diverse modeling methods. Based on the model hierarchical characteristics including component, cell, and the stack of PEMFC, together with the dimensional characteristics of the model from "zero-dimension" to "three-dimensions", this paper gave a comprehensive review for the existing domestic and foreign PEMFC modeling methods. The differences and connections, advantages and disadvantages, and the applicability between mechanism modeling, semi-empirical modeling, empirical modeling and data-driven modeling were analyzed in detail. At the same time, modeling research for potential future PEMFC development trend was discussed. This review can help to provide certain references for the development of PEMFC regarding its different developing stages, and can also be helpful for the selection of modeling methods for different PEMFC applications.
AB - Proton exchange membrane fuel cell (PEMFC) modeling research can help to realize its new characteristics verification, new structure design, and new control strategy analysis, which has the characteristics including various modeling features and diverse modeling methods. Based on the model hierarchical characteristics including component, cell, and the stack of PEMFC, together with the dimensional characteristics of the model from "zero-dimension" to "three-dimensions", this paper gave a comprehensive review for the existing domestic and foreign PEMFC modeling methods. The differences and connections, advantages and disadvantages, and the applicability between mechanism modeling, semi-empirical modeling, empirical modeling and data-driven modeling were analyzed in detail. At the same time, modeling research for potential future PEMFC development trend was discussed. This review can help to provide certain references for the development of PEMFC regarding its different developing stages, and can also be helpful for the selection of modeling methods for different PEMFC applications.
KW - Data-driven
KW - Mechanism analysis
KW - Modeling
KW - Proton exchange membrane fuel cell (PEMFC)
UR - http://www.scopus.com/inward/record.url?scp=85120954411&partnerID=8YFLogxK
U2 - 10.13334/j.0258-8013.pcsee.202519
DO - 10.13334/j.0258-8013.pcsee.202519
M3 - 文献综述
AN - SCOPUS:85120954411
SN - 0258-8013
VL - 41
SP - 7712
EP - 7729
JO - Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
JF - Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering
IS - 22
ER -