Wang, Ziyun 1989- creator author. Wang, Yan 1978- author. Ji, Zhicheng 1959- author. text bibliography flu 2023 First edition. monographic eng 1 online resource "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"-- 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. Ziyun Wang, Yan Wang, Zhicheng Ji. Systems engineering Mathematical models Fault location (Engineering) Mathematical models Kalman filtering Observers (Control theory) Parameter estimation Polygons Ellipsoid TECHNOLOGY / Engineering / General TECHNOLOGY / Industrial Design / General TECHNOLOGY / Automation TA168 9781003327219 1003327214 9781000737868 1000737861 9781000737882 1000737888 https://www.taylorfrancis.com/books/9781003327219 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf https://www.taylorfrancis.com/books/9781003327219 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf OCoLC-P 220730 20251030122237.0 9781003327219 eng