Filter design for system modeling, state estimation and fault diagnosis / Ziyun Wang, Yan Wang, Zhicheng Ji.
| Author/creator | Wang, Ziyun, 1989- |
| Other author | Wang, Yan, 1978- |
| Other author | Ji, Zhicheng, 1959- |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, 2023. |
| Description | 1 online resource. |
| Supplemental Content | Full text available from eBooks on EBSCOhost |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | Parameter estimation algorithm based on zonotope-ellipsoid double filtering -- State estimation based on zonotope -- State estimation based on convex spatial structure -- Fault diagnoisis based on interval -- Fault diagnosis based on zonotpic Kalman filtering. |
| Abstract | "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. The 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 book 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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record. |
| Issued in other form | Print version: Wang, Ziyun, 1989- Filter design for system modeling, state estimation and fault diagnosis First edition. Boca Raton : CRC Press, 2023 9781032355122 |
| Genre/form | Electronic books. |
| LCCN | 2022019271 |
| ISBN | 9781003327219 (ebook) |
| ISBN | (hardback) |
| ISBN | (paperback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |