Catalogo Articoli (Spogli Riviste)

OPAC HELP

Titolo:
IDENTIFICATION OF HAMMERSTEIN MODELS USING MULTIVARIATE STATISTICAL TOOLS
Autore:
LAKSHMINARAYANAN S; SHAH SI; NANDAKUMAR K;
Indirizzi:
UNIV ALBERTA,DEPT CHEM ENGN EDMONTON AB T6G 2G6 CANADA UNIV ALBERTA,DEPT CHEM ENGN EDMONTON AB T6G 2G6 CANADA
Titolo Testata:
Chemical Engineering Science
fascicolo: 22, volume: 50, anno: 1995,
pagine: 3599 - 3613
SICI:
0009-2509(1995)50:22<3599:IOHMUM>2.0.ZU;2-T
Fonte:
ISI
Lingua:
ENG
Soggetto:
NONLINEAR-SYSTEMS;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Science Citation Index Expanded
Citazioni:
27
Recensione:
Indirizzi per estratti:
Citazione:
S. Lakshminarayanan et al., "IDENTIFICATION OF HAMMERSTEIN MODELS USING MULTIVARIATE STATISTICAL TOOLS", Chemical Engineering Science, 50(22), 1995, pp. 3599-3613

Abstract

The iterative Narendra-Gallman algorithm (NGA) for the identificationof a nonlinear system representable by the Hammerstein structure is extended to perform simultaneous structure determination and parameter estimation of multivariable chemical process systems. The parameters of the linear system obtained in state space form using canonical correlations analysis and the coefficients of the polynomial type nonlinearelements are alternately adjusted, until convergence, to obtain the model. The theory is illustrated using data from an experimental heat exchanger and the simulation example of a realistically complex acid-base neutralization tank.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 09/07/20 alle ore 14:14:10