Ziyun Wang, Yan Wang, Zhicheng Ji

Filter Design for System Modeling, State Estimation and Fault Diagnosis

• Broschiertes Buch

Produktbeschreibung

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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Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 240
• Erscheinungstermin: 9. November 2022
• Englisch
• Abmessung: 234mm x 156mm x 13mm
• Gewicht: 376g
• ISBN-13: 9781032355139
• ISBN-10: 1032355131
• Artikelnr.: 64360940

Autorenporträt

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.

Inhaltsangabe

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