Dynamic modeling of SOFC based on a T–S fuzzy model

作者: Xiao-juan Wu , Xin-jian Zhu , Guang-yi Cao , Heng-yong Tu

DOI: 10.1016/J.SIMPAT.2008.02.004

关键词:

摘要: Abstract The operating temperature and voltage are the key parameters affecting performance of Solid Oxide Fuel Cell (SOFC). In this article a Takagi–Sugeno (T–S) fuzzy model is proposed to describe nonlinear dynamic properties SOFC system. During process modeling, Fuzzy Clustering Means (FCM) method used determine antecedent parameters, linear consequent identified by recursive least squares algorithm. validity accuracy modeling tested simulations. simulation results show that it feasible establish using T–S identification method.

参考文章(21)
Xiao-Juan Wu, Xin-Jian Zhu, Guang-Yi Cao, Heng-Yong Tu, Modeling a SOFC stack based on GA-RBF neural networks identification Journal of Power Sources. ,vol. 167, pp. 145- 150 ,(2007) , 10.1016/J.JPOWSOUR.2007.01.086
Francisco Jurado, Predictive control of solid oxide fuel cells using fuzzy Hammerstein models Journal of Power Sources. ,vol. 158, pp. 245- 253 ,(2006) , 10.1016/J.JPOWSOUR.2005.08.041
J Padullés, G.W Ault, J.R McDonald, An integrated SOFC plant dynamic model for power systems simulation Journal of Power Sources. ,vol. 86, pp. 495- 500 ,(2000) , 10.1016/S0378-7753(99)00430-9
Xiao-Juan Wu, Xin-Jian Zhu, Guang-Yi Cao, Heng-Yong Tu, Predictive control of SOFC based on a GA-RBF neural network model Journal of Power Sources. ,vol. 179, pp. 232- 239 ,(2008) , 10.1016/J.JPOWSOUR.2007.12.036
Jian-Qin Chen, Yu-Geng Xi, Zhong-Jun Zhang, None, A clustering algorithm for fuzzy model identification Fuzzy Sets and Systems. ,vol. 98, pp. 319- 329 ,(1998) , 10.1016/S0165-0114(96)00384-3
J.R. Ferguson, J.M. Fiard, R. Herbin, Three-dimensional numerical simulation for various geometries of solid oxide fuel cells Journal of Power Sources. ,vol. 58, pp. 109- 122 ,(1996) , 10.1016/0378-7753(95)02269-4
Xiao-Juan Wu, Xin-Jian Zhu, Guang-Yi Cao, Heng-Yong Tu, Nonlinear modeling of a SOFC stack based on ANFIS identification Simulation Modelling Practice and Theory. ,vol. 16, pp. 399- 409 ,(2008) , 10.1016/J.SIMPAT.2008.01.004
Yuzhang Wang, Fumihiko Yoshiba, Takao Watanabe, Shilie Weng, Numerical analysis of electrochemical characteristics and heat/species transport for planar porous-electrode-supported SOFC Journal of Power Sources. ,vol. 170, pp. 101- 110 ,(2007) , 10.1016/J.JPOWSOUR.2007.04.004
K.P Recknagle, R.E Williford, L.A Chick, D.R Rector, M.A Khaleel, Three-dimensional thermo-fluid electrochemical modeling of planar SOFC stacks Journal of Power Sources. ,vol. 113, pp. 109- 114 ,(2003) , 10.1016/S0378-7753(02)00487-1
J Arriagada, Artificial neural network simulator for SOFC performance prediction Journal of Power Sources. ,vol. 112, pp. 54- 60 ,(2002) , 10.1016/S0378-7753(02)00314-2