TY - GEN
T1 - Identification and control of a fuel cell system using wavelet network-based hammerstein models
AU - Wu, Wei
AU - Jhao, Da Wei
N1 - Funding Information:
The authors would like to thank the National Science Council of the Republic of China for financially supporting this research under Contract No. NSC 99-2221-E-006-256.
PY - 2012
Y1 - 2012
N2 - Inspired by a direct internal reforming molten carbonate fuel cell (DIR-MCFC) coupled with complicated nonlinear dynamics, the identification and control design of the Hammerstein model is presented. Through the sequential identification procedure, the static nonlinearity block is considered as the wavelet network which is trained and validated by the on-line learning algorithm, and the linear dynamic block is described by the state-space model in which parameters are estimated by the recursive least square algorithm. When a nonlinear inversion via the numerical interpolation technique is established, a composite control framework is used to ensure the good output regulation.
AB - Inspired by a direct internal reforming molten carbonate fuel cell (DIR-MCFC) coupled with complicated nonlinear dynamics, the identification and control design of the Hammerstein model is presented. Through the sequential identification procedure, the static nonlinearity block is considered as the wavelet network which is trained and validated by the on-line learning algorithm, and the linear dynamic block is described by the state-space model in which parameters are estimated by the recursive least square algorithm. When a nonlinear inversion via the numerical interpolation technique is established, a composite control framework is used to ensure the good output regulation.
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U2 - 10.3182/20120710-4-SG-2026.00047
DO - 10.3182/20120710-4-SG-2026.00047
M3 - Conference contribution
AN - SCOPUS:84867056954
SN - 9783902823052
T3 - IFAC Proceedings Volumes (IFAC-PapersOnline)
SP - 304
EP - 308
BT - 8th International Symposium on Advanced Control of Chemical Processes, ADCHEM 2012
PB - IFAC Secretariat
T2 - 8th International Symposium on Advanced Control of Chemical Processes, ADCHEM 2012
Y2 - 10 July 2012 through 13 July 2012
ER -