03797cam a22006498i 4500 9781003327219 FlBoTFG 20251030122237.0 m o d cr ||||||||||| 220730s2023 flu ob 001 0 eng OCoLC-P eng rda OCoLC-P 9781003327219 (ebook) 1003327214 9781000737868 (electronic bk. : PDF) 1000737861 (electronic bk. : PDF) 9781000737882 (electronic bk. : EPUB) 1000737888 (electronic bk. : EPUB) 9781032355122 (hardback) 9781032355139 (paperback) 10.1201/b23146 doi (OCoLC)1341399538 (OCoLC-P)1341399538 TA168 TEC 009000 bisacsh TEC 016000 bisacsh TEC 004000 bisacsh TJFM bicssc Wang, Ziyun, 1989- author. 93650 Filter design for system modeling, state estimation and fault diagnosis / Ziyun Wang, Yan Wang, Zhicheng Ji. First edition. Boca Raton : CRC Press, 2023. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier 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. "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. OCLC-licensed vendor bibliographic record. Systems engineering Mathematical models. 93651 Fault location (Engineering) Mathematical models. 93652 Kalman filtering. 93653 Observers (Control theory) 93654 Parameter estimation. 93655 Polygons. 93656 Ellipsoid. 93657 TECHNOLOGY / Engineering / General bisacsh 93658 TECHNOLOGY / Industrial Design / General bisacsh 93659 TECHNOLOGY / Automation bisacsh 93660 Wang, Yan, 1978- author. 93661 Ji, Zhicheng, 1959- author. 93662 Taylor & Francis https://www.taylorfrancis.com/books/9781003327219 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf E-Books 67599 67599