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Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems / by Xiaojie Su, Yao Wen, Yue Yang, Peng Shi

By: Su, Xiaojie
Material type: materialTypeLabelE-bookSeries: (Studies in Systems Decision and Control, 2198-4190 ; 385).Publisher: Cham : Springer International Publishing,, 2022Edition: 1st edition 2022.Description: 1 recurso en línea (XXI, 313 páginas) : 81 ilustraciones, 8 ilustraciones a color.ISBN: 9783030812140.Subject: Análisis de sistemasOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Introduction -- Stabilization Synthesis of T-S Fuzzy Delayed Systems -- Output Feedback Control of Fuzzy Stochastic Systems -- Output Feedback Control of Fuzzy Switching Systems -- Dissipative Filtering of Fuzzy Switched Systems -- Fault Detection for Switched Stochastic Systems -- Reliable Filtering for T-S Fuzzy Time-Delay Systems -- 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 -- 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.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA402 2022 EB (Browse shelf(Opens below)) Acceso electrónico eBook.09012035
Total holds: 0

Introduction -- Stabilization Synthesis of T-S Fuzzy Delayed Systems -- Output Feedback Control of Fuzzy Stochastic Systems -- Output Feedback Control of Fuzzy Switching Systems -- Dissipative Filtering of Fuzzy Switched Systems -- Fault Detection for Switched Stochastic Systems -- Reliable Filtering for T-S Fuzzy Time-Delay Systems -- 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 -- Dissipative Event-Triggered Fuzzy Control of Truck-Trailer Systems -- Event-Triggered Fuzzy Control of Inverted Pendulum Systems -- Conclusion and Further Work.

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.

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