Study on Nonlinear Identification SOFC Temperature Model Based on Particle Swarm Optimization–Least-Squares Support Vector Regression

[1]  M. H. Nehrir,et al.  A Physically Based Dynamic Model for Solid Oxide Fuel Cells , 2007 .

[2]  C. Adjiman,et al.  Anode-supported intermediate temperature direct internal reforming solid oxide fuel cell. I: model-based steady-state performance , 2004 .

[3]  Michele Pinelli,et al.  Modeling and Simulation of the Start-Up Operation of a Heavy-Duty Gas Turbine by Using NARX Models , 2014 .

[4]  Xin-Jian Zhu,et al.  Predictive control of SOFC based on a GA-RBF neural network model , 2008 .

[5]  Xin-Jian Zhu,et al.  SOFC temperature evaluation based on an adaptive fuzzy controller , 2008 .

[6]  Aristide F. Massardo,et al.  SOFC/mGT Coupling: Different Options With Standard Boosters , 2013 .

[7]  Francisco Jurado Modeling SOFC plants on the distribution system using identification algorithms , 2004 .

[8]  Bernhard Schölkopf,et al.  A tutorial on support vector regression , 2004, Stat. Comput..

[9]  Bin Liu,et al.  A nonlinear predictive control algorithm based on fuzzy online modeling and discrete optimization , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[10]  Tyrone L. Vincent,et al.  Modeling and control of tubular solid-oxide fuel cell systems: II. Nonlinear model reduction and model predictive control , 2011 .

[11]  J.G. Vlachogiannis,et al.  A Comparative Study on Particle Swarm Optimization for Optimal Steady-State Performance of Power Systems , 2006, IEEE Transactions on Power Systems.

[12]  Mohd Ali Hashim,et al.  Thermal stress management of a solid oxide fuel cell using neural network predictive control , 2013 .

[13]  Huisheng Zhang,et al.  Dynamic Modeling and Simulation of Distributed Parameter Heat Exchanger , 2005 .

[14]  Jack Brouwer,et al.  Experimental and theoretical evidence for control requirements in solid oxide fuel cell gas turbine hybrid systems , 2012 .

[15]  Michele Bozzolo,et al.  Progress in the Development of a Low Cost 1MW SOFC Hybrid , 2004 .

[16]  Huisheng Zhang,et al.  Parametric Analysis on Hybrid System of Solid Oxide Fuel Cell and Micro Gas Turbine With CO2 Capture , 2014 .

[17]  Alex Tsai,et al.  Adaptive Control of a Nonlinear Fuel Cell-Gas Turbine Balance of Plant Simulation Facility , 2014 .

[18]  Aristide F. Massardo,et al.  Ejector Model for High Temperature Fuel Cell Hybrid Systems: Experimental Validation at Steady-State and Dynamic Conditions , 2008 .

[19]  Feng Ding,et al.  Model order determination using the Hankel matrix of impulse responses , 2011, Appl. Math. Lett..

[20]  Dezhi Zhu,et al.  Application of Cascade Control in Solid Oxide Fuel Cell Thermal Management System , 2011 .

[21]  Ning Ma,et al.  Prediction method for surface finishing of spiral bevel gear tooth based on least square support vector machine , 2011 .

[22]  Sun Jing,et al.  Dynamic characteristics and fast load following of 5-kW class tubular solid oxide fuel cell/micro-gas turbine hybrid systems , 2013 .

[23]  Lars Imsland,et al.  Control strategy for a solid oxide fuel cell and gas turbine hybrid system , 2006 .

[24]  Alberto Traverso,et al.  Ambient Temperature Impact on Pressurized SOFC Hybrid Systems , 2015 .

[25]  Ibrahim Dincer,et al.  Thermodynamic modelling of an integrated solid oxide fuel cell and micro gas turbine system for desalination purposes , 2013 .

[26]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[27]  Huisheng Zhang,et al.  Control Performance Study on the Molten Carbonate Fuel Cell Hybrid Systems , 2010 .

[28]  Hengyong Tu,et al.  Nonlinear dynamic modeling for a SOFC stack by using a Hammerstein model , 2008 .

[29]  Riccardo Poli,et al.  Particle swarm optimization , 1995, Swarm Intelligence.

[30]  Zhenping Feng,et al.  Dynamic modeling of a hybrid system of the solid oxide fuel cell and recuperative gas turbine , 2006 .

[31]  Shilie Weng,et al.  Modeling and simulation of solid oxide fuel cell based on the volume–resistance characteristic modeling technique , 2008 .

[32]  G. Froment,et al.  Methane steam reforming, methanation and water‐gas shift: I. Intrinsic kinetics , 1989 .

[33]  Thomas F. Edgar,et al.  Dynamic modeling, simulation, and MIMO predictive control of a tubular solid oxide fuel cell , 2012 .

[34]  Mario L. Ferrari,et al.  Solid oxide fuel cell hybrid system: Control strategy for stand-alone configurations , 2011 .

[35]  Tyrone L. Vincent,et al.  Modeling and control of tubular solid-oxide fuel cell systems. I: Physical models and linear model reduction , 2011 .

[37]  T. Muneer,et al.  Energy supply, its demand and security issues for developed and emerging economies , 2007 .

[38]  Azra Selimovic,et al.  Design and Off-Design Predictions of a Combined SOFC and Gas Turbine System , 2001 .

[39]  Johan A. K. Suykens,et al.  Least Squares Support Vector Machine Classifiers , 1999, Neural Processing Letters.