
Filter Design for System Modeling, State Estimation and Fault Diagnosis
CRC Press
1st Edition
Published on 9. November 2022
Book
Paperback/Softback
225 pages
978-1-032-35513-9 (ISBN)
Description
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.
The methods presented in this text are more practical than the common probabilistic-based algorithms, since these can be applied in unknown but bounded noisy environments. This book will be an essential read for students, scholars and engineering professionals who are interested in filter design, system modeling, state estimation, fault diagnosis and related fields.
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.
The methods presented in this text are more practical than the common probabilistic-based algorithms, since these can be applied in unknown but bounded noisy environments. This book will be an essential read for students, scholars and engineering professionals who are interested in filter design, system modeling, state estimation, fault diagnosis and related fields.
More details
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Professional and scholarly
General, Postgraduate, Professional, Professional Practice & Development, Professional Reference, Professional Training, Undergraduate Advanced, and Undergraduate Core
Illustrations
122 s/w Zeichnungen, 125 s/w Abbildungen, 8 s/w Tabellen, 3 s/w Photographien bzw. Rasterbilder
8 Tables, black and white; 122 Line drawings, black and white; 3 Halftones, black and white; 125 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
Thickness: 13 mm
Weight
371 gr
ISBN-13
978-1-032-35513-9 (9781032355139)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Ziyun Wang | Yan Wang | Zhicheng Ji
Filter Design for System Modeling, State Estimation and Fault Diagnosis
E-Book
11/2022
1st Edition
CRC Press
€65.99
Available for download

Ziyun Wang | Yan Wang | Zhicheng Ji
Filter Design for System Modeling, State Estimation and Fault Diagnosis
E-Book
11/2022
1st Edition
CRC Press
€65.99
Available for download

Ziyun Wang | Yan Wang | Zhicheng Ji
Filter Design for System Modeling, State Estimation and Fault Diagnosis
Book
11/2022
1st Edition
CRC Press
€121.30
Shipment within 10-20 days
Persons
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.
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.
Content
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