Distributed Fuzzy Control of Multivariable Systems / Edition 1

Distributed Fuzzy Control of Multivariable Systems / Edition 1

by Alexander Gegov, A. E. Gegov
     
 

ISBN-10: 0792338510

ISBN-13: 9780792338512

Pub. Date: 01/31/1996

Publisher: Springer Netherlands

This research monograph presents the fundamentals of fuzzy control theory and recent results in extending fuzzy control theory for multivariable and large scale systems.
Among the topics presented are: the problem of dimensional reduction of fuzzy relations; the possibilities for decomposing multivariable systems for the purpose of distributed fuzzy

Overview

This research monograph presents the fundamentals of fuzzy control theory and recent results in extending fuzzy control theory for multivariable and large scale systems.
Among the topics presented are: the problem of dimensional reduction of fuzzy relations; the possibilities for decomposing multivariable systems for the purpose of distributed fuzzy control; a method of two-level hierarchical fuzzy control, based on local and global control components; methods of decentralized fuzzy control by different types of spatial decomposition of the original system into subsystems, and, analogously, methods of multilayer fuzzy control on the basis of several types of temporal decomposition of the original system into layers.
The theoretical results are illustrated by numerical examples and two case studies. It is shown that the number of fuzzy relations, respectively on-line computations, can be significantly reduced and in this way real time control implementation can be facilitated.
The book is written using a structured method-algorithm-example format, and offers solutions to existing problems, as well as pointing a way to further investigations.
Audience: This volume will be of interest to graduate students and researchers in the field of applied mathematics, industrial engineering and informatics.

Product Details

ISBN-13:
9780792338512
Publisher:
Springer Netherlands
Publication date:
01/31/1996
Series:
International Series in Intelligent Technologies, #6
Edition description:
1996
Pages:
186
Product dimensions:
6.14(w) x 9.21(h) x 0.24(d)

Table of Contents

Preface. 1. Introduction. 2. Dimensional Reduction of Fuzzy Relations in Multivariable Control Systems. 3. Decomposition of Multivariable Systems for Distributed Fuzzy Control. 4. Hierarchical Fuzzy Control of Multivariable Systems. 5. Decentralized Fuzzy Control of Multivariable Systems by Passive Decomposition. 6. Decentralized Fuzzy Control of Multivariable Systems by Active Decomposition. 7. Decentralized Fuzzy Control of Multivariable Systems by Direct Decomposition. 8. Multilayer Fuzzy Control of Multivariable Systems by Passive Decomposition. 9. Multilayer Fuzzy Control of Multivariable Systems by Active Decomposition. 10. Multilayer Fuzzy Control of Multivariable Systems by Direct Decomposition. 11. Distributed Fuzzy Fault Diagnosis in Multivariable Control Systems. 12. Conclusions. Appendix. References. Index.

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