Intelligent control, filtering and model reduction analysis for fuzzy-model-based systems / Xiaojie Su, Yao Wen, Yue Yang, Peng Shi.
Su, Xiaojie, author.; Wen, Yao, author.; Yang, Yue, author.; Shi, Peng, author.
2022
TA168 .S8 2021eb
Available Online

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Title Intelligent control, filtering and model reduction analysis for fuzzy-model-based systems / Xiaojie Su, Yao Wen, Yue Yang, Peng Shi.
Author Su, Xiaojie, author.
ISBN 9783030812140 (electronic bk.)
3030812146 (electronic bk.)
9783030812133
3030812138
DOI https://doi.org/10.1007/978-3-030-81214-0
Published Cham : Springer, [2022]
Copyright ©2022
Language English
Description 1 online resource (xxi, 313 pages : illustrations (some color))
Item Number 10.1007/978-3-030-81214-0 doi
Call Number TA168 .S8 2021eb
Dewey Decimal Classification 620.001/171
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, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Digital File Characteristics text file
PDF
Source of Description Online resource; title from PDF title page (SpringerLink, viewed August 27, 2021).
Added Author Wen, Yao, author.
Yang, Yue, author.
Shi, Peng, author.
Series Studies in systems, decision and control ; v. 385.
Available in Other Form Intelligent control, filtering and model reduction analysis for fuzzy-model-based systems.
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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.

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