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Filter Design for System Modeling, State Estimation and Fault Diagnosis

Filter Design for System Modeling, State Estimation and Fault Diagnosis

Paperback

Technology & Engineering

ISBN10: 1032355131
ISBN13: 9781032355139
Publisher: Crc Pr Inc
Published: Nov 9 2022
Pages: 225
Weight: 0.75
Height: 0.51 Width: 6.14 Depth: 9.21
Language: English

Filter Design for System Modeling, State Estimation and Fault Diagnosis analyzes the latest methods in the design of filters for system modeling, state estimation and fault detection with the intention of providing a new perspective of both theoretical and practical aspects.
This book also includes fault diagnosis techniques for unknown but bounded systems, their real applications on modeling and fault diagnosis for lithium battery systems, DC-DC converters and spring damping systems. It proposes new methods based on zonotopic Kalman filtering, a variety of state estimation methods of zonotope and its derived algorithms, a state estimation method based on convex space, set inversion interval observer filtering-based guaranteed fault estimation and a novel interval observer filtering-based fault diagnosis.

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Wang, Ziyun

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Technology & Engineering