A neural network estimator of Solid Oxide Fuel Cell performance for on-field diagnostics and prognostics applications
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Marco Sorrentino | Cesare Pianese | Boris Iwanschitz | Dario Marra | C. Pianese | M. Sorrentino | D. Marra | B. Iwanschitz
[1] Jarosław Milewski,et al. Modelling the SOFC behaviours by artificial neural network , 2009 .
[2] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[3] Evgueniy Entchev,et al. Application of adaptive neuro-fuzzy inference system techniques and artificial neural networks to predict solid oxide fuel cell performance in residential microgeneration installation , 2007 .
[4] Keng Siau,et al. A review of data mining techniques , 2001, Ind. Manag. Data Syst..
[5] James Larminie,et al. Fuel Cell Systems Explained , 2000 .
[6] Jaime Arriagada,et al. Artificial neural network simulator for SOFC performance prediction , 2002 .
[7] Marco Sorrentino,et al. Model-based development of low-level control strategies for transient operation of solid oxide fuel cell systems , 2011 .
[8] O. Nelles. Nonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models , 2000 .
[9] Michael L. Gargano,et al. Data mining - a powerful information creating tool , 1999, OCLC Syst. Serv..
[10] Brian D. Ripley,et al. Pattern Recognition and Neural Networks , 1996 .
[11] Marco Sorrentino,et al. Fault Tree Analysis Aimed to Design and Implement On-Field Fault Detection and Isolation Schemes for SOFC Systems , 2010 .
[12] G. Maggio,et al. Hydrogen generator, via catalytic partial oxidation of methane for fuel cells , 1998 .
[13] Jyh-Shing Roger Jang,et al. ANFIS: adaptive-network-based fuzzy inference system , 1993, IEEE Trans. Syst. Man Cybern..
[14] Marco Sorrentino,et al. A Review on solid oxide fuel cell models , 2011 .
[15] K. Kendall,et al. High temperature solid oxide fuel cells : fundamentals, design and applicatons , 2003 .
[16] Marco Sorrentino,et al. A procedure to enhance identification of recurrent neural networks for simulating air-fuel ratio dynamics in SI engines , 2006, Eng. Appl. Artif. Intell..
[17] Boris Iwanschitz,et al. Fundamental mechanisms limiting solid oxide fuel cell durability , 2008 .
[18] Guangyi Cao,et al. Nonlinear modeling of a SOFC stack based on a least squares support vector machine , 2006 .
[19] Robert J. Braun,et al. Optimal design and operation of solid oxide fuel cell systems for small-scale stationary applications , 2002 .
[20] Uday K. Chakraborty,et al. Static and dynamic modeling of solid oxide fuel cell using genetic programming , 2009 .
[21] Marco Sorrentino,et al. Implementation of a Model-Based Methodology Aimed at Detecting Degradation and Faulty Operation in SOFC Systems , 2011 .
[22] Dan W. Patterson,et al. Artificial Neural Networks: Theory and Applications , 1998 .
[23] Kevin R. Keegan,et al. Analysis of a Planar Solid Oxide Fuel Cell Based Automotive Auxiliary Power Unit , 2002 .
[24] Daniel Favrat,et al. Simulation of SOFC stack and repeat elements including interconnect degradation and anode reoxidation risk , 2006 .
[25] U. Stimming,et al. Advances, aging mechanisms and lifetime in solid-oxide fuel cells , 2004 .
[26] Marco Sorrentino,et al. A hierarchical modeling approach to the simulation and control of planar solid oxide fuel cells , 2008 .
[27] Keith D. King,et al. Reforming of CH4 by partial oxidation: thermodynamic and kinetic analyses , 2001 .
[28] Lennart Ljung,et al. System Identification: Theory for the User , 1987 .
[29] Gianfranco Rizzo,et al. Interactive optimization of internal combustion engine tests by means of sequential experimental design , 1996 .
[30] M. Khaleel,et al. Three-dimensional thermo-fluid electrochemical modeling of planar SOFC stacks , 2003 .
[31] Kun Wang,et al. Experimental Test Plan and Data Analysis Based on the Design of Experiment Methodology , 2012 .
[32] Jie Yang,et al. Nonlinear model predictive control of SOFC based on a Hammerstein model , 2008 .