Erschienen: 26.06.2019 Abbildung von Qi / Tao / Jiang | Fuzzy System Identification and Adaptive Control | 1st ed. 2019 | 2019

Qi / Tao / Jiang

Fuzzy System Identification and Adaptive Control

lieferbar ca. 10 Tage als Sonderdruck ohne Rückgaberecht

149,79 €

inkl. Mwst.

auch verfügbar als eBook (PDF) für 142.79 €

1st ed. 2019 2019. Buch. xvii, 282 S. 7 s/w-Abbildungen, 56 Farbabbildungen, Bibliographien. Hardcover

Springer. ISBN 978-3-030-19881-7

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

Gewicht: 736 g

In englischer Sprache

Das Werk ist Teil der Reihe: Communications and Control Engineering


This book provides readers with a systematic and unified framework for identification and adaptive control of Takagi–Sugeno (T–S) fuzzy systems. Its design techniques help readers applying these powerful tools to solve challenging nonlinear control problems. The book embodies a systematic study of fuzzy system identification and control problems, using T–S fuzzy system tools for both function approximation and feedback control of nonlinear systems. Alongside this framework, the book also:

- introduces basic concepts of fuzzy sets, logic and inference system;
- discusses important properties of T–S fuzzy systems;
- develops offline and online identification algorithms for T–S fuzzy systems;
- investigates the various controller structures and corresponding design conditions for adaptive control of continuous-time T–S fuzzy systems;
- develops adaptive control algorithms for discrete-time input–output form T–S fuzzy systems with much relaxed design conditions, and discrete-time state-space T–S fuzzy systems; and
- designs stable parameter-adaptation algorithms for both linearly and nonlinearly parameterized T–S fuzzy systems.
The authors address adaptive fault compensation problems for T–S fuzzy systems subject to actuator faults. They cover a broad spectrum of related technical topics and to develop a substantial set of adaptive nonlinear system control tools.

Fuzzy System Identification and Adaptive Control helps engineers in the mechanical, electrical and aerospace fields, to solve complex control design problems. The book can be used as a reference for researchers and academics in nonlinear, intelligent, adaptive and fault-tolerant control.


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