Erschienen: 03.09.2016 Abbildung von Boutalis / Theodoridis / Kottas | System Identification and Adaptive Control | Softcover reprint of the original 1st ed. 2014 | 2016

Boutalis / Theodoridis / Kottas

System Identification and Adaptive Control

Theory and Applications of the Neurofuzzy and Fuzzy Cognitive Network Models

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139,99 €

inkl. Mwst.

Softcover reprint of the original 1st ed. 2014 2016. Buch. xii, 313 S. 64 s/w-Abbildungen, 56 Farbabbildungen, 14 s/w-Tabelle, Bibliographien. Softcover

Springer. ISBN 978-3-319-35412-5

Format (B x L): 15,5 x 23,5 cm

Gewicht: 504 g

In englischer Sprache

Das Werk ist Teil der Reihe: Advances in Industrial Control

Produktbeschreibung

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.

Gesamtwerk

Die 8. Auflage ist wieder auf sechs Bände angelegt. Darin finden sich übersichtlich und in systematischer Gliederung Vertragsmuster aus der Feder erfahrener Experten. Jedem dieser Muster folgen Anmerkungen, mit denen der dem Vertragsentwurf zu Grunde liegende Sachverhalt und die Gründe für die Wahl des spezifischen Formulars erläutert werden.

Autoren

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