CAS OpenIR  > 多相复杂系统国家重点实验室
A Hybrid Experimental Model of a Solid Oxide Fuel Cell Stack
Wu, Xiao-Juan1; Zhu, Xin-Jian1; Cao, Guang-Yi1; Tu, Heng-Yong1; Hu, Wan-Qi2; Wu, XJ
2009-02-01
Source PublicationJOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY
ISSN1550-624X
Volume6Issue:1Pages:文献号: 011013
AbstractA multivariable hybrid experimental model of a solid oxide fuel cell stack is developed in this paper. The model consists of an improved radial basis function (RBF) neural network model and a pressure-incremental model. The improved RBF model is built to predict the stack voltage with different temperatures and current density. Likewise, the pressure-incremental model is constructed to predict the stack voltage under various hydrogen, oxygen, and water partial pressures. We combine the two models together and make a powerful hybrid multivariable model that can predict the voltage under any current density, temperature, hydrogen, oxygen, and water partial pressure. The validity and accuracy of modeling are tested by simulations, and the simulation results show that it is feasible to build the hybrid multivariable experimental model.
KeywordCurrent Density Electrical Engineering Computing Radial Basis Function Networks Solid Oxide Fuel Cells
SubtypeArticle
WOS HeadingsScience & Technology ; Physical Sciences ; Technology
DOI10.1115/1.2971125
Indexed BySCI
Language英语
WOS KeywordSOFC ; IDENTIFICATION ; PERFORMANCE ; SYSTEMS
WOS Research AreaElectrochemistry ; Energy & Fuels
WOS SubjectElectrochemistry ; Energy & Fuels
WOS IDWOS:000267507900013
Citation statistics
Cited Times:8[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Version出版稿
Identifierhttp://ir.ipe.ac.cn/handle/122111/6747
Collection多相复杂系统国家重点实验室
Corresponding AuthorWu, XJ
Affiliation1.Shanghai Jiao Tong Univ, Inst Fuel Cell, Dept Automat, Shanghai 200030, Peoples R China
2.Chinese Acad Sci, Inst Proc Engn, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Wu, Xiao-Juan,Zhu, Xin-Jian,Cao, Guang-Yi,et al. A Hybrid Experimental Model of a Solid Oxide Fuel Cell Stack[J]. JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY,2009,6(1):文献号: 011013.
APA Wu, Xiao-Juan,Zhu, Xin-Jian,Cao, Guang-Yi,Tu, Heng-Yong,Hu, Wan-Qi,&Wu, XJ.(2009).A Hybrid Experimental Model of a Solid Oxide Fuel Cell Stack.JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY,6(1),文献号: 011013.
MLA Wu, Xiao-Juan,et al."A Hybrid Experimental Model of a Solid Oxide Fuel Cell Stack".JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY 6.1(2009):文献号: 011013.
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