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Filter Design for System Modeling, State Estimation and Fault Diagnosis

Autor Yan Wang, Zhicheng Ji, Ziyun Wang
en Limba Engleză Paperback – 9 noi 2022
This book 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.
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Specificații

ISBN-13: 9781032355139
ISBN-10: 1032355131
Pagini: 225
Ilustrații: 8 Tables, black and white; 122 Line drawings, black and white; 3 Halftones, black and white; 125 Illustrations, black and white
Dimensiuni: 233 x 155 x 18 mm
Greutate: 0.38 kg
Editura: Taylor & Francis Ltd.

Notă biografică

Ziyun Wang is an associate professor at Jiangnan University, China. His research interests include fault detection, state estimation and filtering methods.
Yan Wang is a professor at Jiangnan University, China. Her research interests include fault detection and set-membership filtering methods.
Zhicheng Ji is a professor at Jiangnan University, China. His research interests include state estimation and control theory in practical engineering.

Cuprins

1. Introduction 2. Parameter estimation algorithm based on zonotope-ellipsoid double filtering 3. State estimation based on zonotope 4. State estimation based on convex spacial structure 5. Fault diagnosis based on interval 6. Fault diagnosis method based on zonotopic Kalman filtering 7. Summary