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Author Su, Xiaojie, author.

Title Intelligent control, filtering and model reduction analysis for fuzzy-model-based systems / Xiaojie Su, Yao Wen, Yue Yang, Peng Shi
Published Cham : Springer, [2022]


Description 1 online resource (xxi, 313 pages : illustrations (some color))
Series Studies in systems, decision and control ; volume 385
Studies in systems, decision and control ; v. 385.
Contents Part 1. Stablility Analysis and Fuzzy Control -- Stabilization Synthesis of T-S Fuzzy Delayed Systems -- Output Feedback Control of Fuzzy Stochastic Systems -- L2--L∞ Output Feedback Control of Fuzzy Switching Systems -- Part 2. Fuzzy Filtering and Fault Detection -- Dissipative Filtering of Fuzzy Switched Systems -- Fault Detection for Switched Stochastic Systems -- Reliable Filtering for T-S Fuzzy Time-Delay Systems -- Part III. Model Reduction and Reduced-Order Synthesis -- Reduced-Order Model Approximation of Switched Systems -- Model Reduction of Time-Varying Delay Fuzzy Systems -- Model Approximation of Fuzzy Switched Systems -- Reduced-Order Filter Design of Fuzzy Stochastic Systems -- Part III. Event-Triggered Fuzzy Control Application -- Dissipative Event-Triggered Fuzzy Control of Truck-Trailer Systems -- Event-Triggered Fuzzy Control of Inverted Pendulum Systems -- Conclusion and Further Work
Summary This book aims to introduce the state-of-the-art research of stability/performance analysis and optimal synthesis methods for fuzzy-model-based systems. A series of problems are solved with new approaches of design, analysis and synthesis of fuzzy systems, including stabilization control and stability analysis, dynamic output feedback control, fault detection filter design, and reduced-order model approximation. Some efficient techniques, such as Lyapunov stability theory, linear matrix inequality, reciprocally convex approach, and cone complementary linearization method, are utilized in the approaches. This book is a comprehensive reference for researchers and practitioners working on intelligent control, model reduction, and fault detection of fuzzy systems, and is also a useful source of information for senior undergraduates and graduates in these areas. The readers will benefit from some new concepts and methodologies with theoretical and practical significance in system analysis and control synthesis
Bibliography Includes bibliographical references
Notes Online resource; title from PDF title page (SpringerLink, viewed August 27, 2021)
Subject Fuzzy systems.
Intelligent control systems.
Fuzzy systems.
Intelligent control systems.
Form Electronic book
Author Wen, Yao, author
Yang, Yue, author
Shi, Peng, author
ISBN 9783030812140