System Identification and Adaptive Control : Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models

Language: English

Published by Springer, 2014

3319063634 / 9783319063638

Series: Book 107 of 167 - Advances in Industrial Control

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - Presenting current trends in the development and applications of intelligent systems in engineering, this monograph focuses on recent research results in system identification and control. The recurrent neurofuzzy and the fuzzy cognitive network (FCN) models are presented. Both models are suitable for partially-known or unknown complex time-varying systems. Neurofuzzy Adaptive Control contains rigorous proofs of its statements which result in concrete conclusions for the selection of the design parameters of the algorithms presented. The neurofuzzy model combines concepts from fuzzy systems and recurrent high-order neural networks to produce powerful system approximations that are used for adaptive control. The FCN model stems from fuzzy cognitive maps and uses the notion of 'concepts' and their causal relationships to capture the behavior of complex systems. The book shows how, with the benefit of proper training algorithms, these models are potent system emulators suitable for use in engineering systems. All chapters are supported by illustrative simulation experiments, while separate chapters are devoted to the potential industrial applications of each model including projects in:- contemporary power generation;- process control and- conventional benchmarking problems.Researchers and graduate students working in adaptive estimation and intelligent control will find Neurofuzzy Adaptive Control of interest both for the currency of its models and because it demonstrates their relevance for real systems. The monograph also shows industrial engineers how to test intelligent adaptive control easily using proven theoretical results.

Seller Inventory # 9783319063638

Title
System Identification and Adaptive Control : Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models
Author
Theodore Kottas
Publisher
Springer
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319063634
ISBN 13
9783319063638
Item weight
658 grams
Dimensions
241x160x24 mm
Series
Book 107 of 167: Advances in Industrial Control

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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