| 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 Publication | JOURNAL OF FUEL CELL SCIENCE AND TECHNOLOGY
 |
| ISSN | 1550-624X |
| Volume | 6Issue:1Pages:文献号: 011013 |
| Abstract | A 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. |
| Keyword | Current Density Electrical Engineering Computing Radial Basis Function Networks Solid Oxide Fuel Cells |
| Subtype | Article |
| WOS Headings | Science & Technology ; Physical Sciences ; Technology |
| DOI | 10.1115/1.2971125 |
| Indexed By | SCI |
| Language | 英语 |
| WOS Keyword | SOFC ; IDENTIFICATION ; PERFORMANCE ; SYSTEMS |
| WOS Research Area | Electrochemistry ; Energy & Fuels |
| WOS Subject | Electrochemistry ; Energy & Fuels |
| WOS ID | WOS:000267507900013 |
| Citation statistics | |
| Document Type | 期刊论文 |
| Version | 出版稿 |
| Identifier | http://ir.ipe.ac.cn/handle/122111/6747 |
| Collection | 多相复杂系统国家重点实验室 |
| Corresponding Author | Wu, XJ |
| Affiliation | 1.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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| File Name/Size | DocType | Version | Access | License | ||
| 20131218-15-复件 12991（830KB） | 限制开放 | CC BY-NC-SA | Application Full Text | |||
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