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Titlebook: Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems; Xiaojie Su,Yao Wen,Peng Shi Book 2022 The Edito

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发表于 2025-3-21 18:02:13 | 显示全部楼层 |阅读模式
书目名称Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems
编辑Xiaojie Su,Yao Wen,Peng Shi
视频video
概述Shows multi-model approach in which simple sub-models (typically linear models) are fuzzily combined to describe the global behavior of a nonlinear system.Includes fresh novel techniques including the
丛书名称Studies in Systems, Decision and Control
图书封面Titlebook: Intelligent Control, Filtering and Model Reduction Analysis for Fuzzy-Model-Based Systems;  Xiaojie Su,Yao Wen,Peng Shi Book 2022 The Edito
描述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.
出版日期Book 2022
关键词Intelligent Control; Filtering Analysis; Fuzzy-Model-Based Systems; Stability Analysis; Fuzzy Control; T-
版次1
doihttps://doi.org/10.1007/978-3-030-81214-0
isbn_softcover978-3-030-81216-4
isbn_ebook978-3-030-81214-0Series ISSN 2198-4182 Series E-ISSN 2198-4190
issn_series 2198-4182
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Fault Detection for Switched Stochastic Systemsand ADT approach, a fuzzy-rule-dependent fault detection filter is established to ensure that the overall dynamic system is mean-square exponential stable and exhibits weighted . performance. Moreover, the solvable conditions of the fuzzy filter are established through linearization.
发表于 2025-3-22 07:55:46 | 显示全部楼层
Reduced-Order Model Approximation of Switched Systemsthe resulting dynamic error system via the efficient Lyapunov stability method and ADT approach. The solutions of the relevant model reduction problems are derived using the projection technique, through which the algorithms of the reduced-order model parameters are established using a CCL method.
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发表于 2025-3-22 13:34:46 | 显示全部楼层
Dissipative Event-Triggered Fuzzy Control of Truck-Trailer Systemsfuzzy model, the stability is analysed by using the Lyapunov stability theory. In addition, the designed controller is compactly described in the form of LMIs. An illustrative example is presented to validate the proposed design approach.
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发表于 2025-3-23 00:46:30 | 显示全部楼层
Introduction,ched dissipative filtering, fault detection in the presence of sensor nonlinearities, and reduced-order model approximation, are investigated based on the analysis results. Moreover, relevant simulation examples and applications are described to validate the effectiveness and applicability of the design methods.
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Reliable Filtering for T-S Fuzzy Time-Delay Systemssipativity analysis are established using a reciprocally convex method for T-S fuzzy systems subject to sensor failures. In addition, a reliable filter is established based on the convex optimization technique, which can be readily resolved through the standard numerical toolbox.
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