Intelligent control of industrial and power systems: Adaptive Neural Network and Fuzzy Systems - Couverture souple

Kuljaca, Ognjen; Lewis, Frank; Horvat, Krunoslav

 
9783848484683: Intelligent control of industrial and power systems: Adaptive Neural Network and Fuzzy Systems
Couverture souple
ISBN 10 : 3848484684 ISBN 13 : 9783848484683
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

The main role played by neural network and fuzzy logic intelligent control algorithms today is to identify and compensate unknown nonlinear system dynamics. There are a number of methods developed, but often the stability analysis of neural network and fuzzy control systems was not provided. This work will meet those problems for several nerual netwrok and fuzzy algorithms. Some more complicated control algorithms included backstepping and adaptive critics will be designed. Nonlinear fuzzy control with nonadaptive fuzzy controllers is also analyzed, includign elastic fuzzy control. An experimental method for determining describing function of SISO fuzzy controller is given as well. The work described in this book serves as foundation on which analysis of particular representative industrial systems will be conducted. Also, it gives a good starting point for analysis of learning abilities of adaptive and neural network control systems, as well as for the analysis of the different algorithms such as elastic fuzzy systems.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

The main role played by neural network and fuzzy logic intelligent control algorithms today is to identify and compensate unknown nonlinear system dynamics. There are a number of methods developed, but often the stability analysis of neural network and fuzzy control systems was not provided. This work will meet those problems for several nerual netwrok and fuzzy algorithms. Some more complicated control algorithms included backstepping and adaptive critics will be designed. Nonlinear fuzzy control with nonadaptive fuzzy controllers is also analyzed, includign elastic fuzzy control. An experimental method for determining describing function of SISO fuzzy controller is given as well. The work described in this book serves as foundation on which analysis of particular representative industrial systems will be conducted. Also, it gives a good starting point for analysis of learning abilities of adaptive and neural network control systems, as well as for the analysis of the different algorithms such as elastic fuzzy systems.

Biographie de l'auteur

Ognjen Kuljaca received his B.Sc and M.Sc. degrees from Faculty of Electrical Engineering and Computing in Zagreb, University of Zagreb in 1994 and 1998, respectively, and his Ph.D. From The University of Texas at Arlington. He is currently with Brodarski Institute Zagreb as Lead Researcher. His research interests are in advanced control systems.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3848484684
ISBN 13 
9783848484683
Reliure
Broché
Nombre de pages
204
Coordonnées du fabricant
non disponible
Personne responsable
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