State Estimation and Fault Diagnosis under Imperfect Measurements

本書的目標是介紹針對一類受閉環控制、非線性及隨機現象影響的複雜系統的最新研究進展和新穎方法論，特別是在狀態估計和故障診斷（FD）技術方面。內容涵蓋狀態估計設計方法論和故障診斷單元設計方法論。

Yang Liu received the B.Sc. degree and the Ph.D. degree in the Department of Automation at Tsinghua University, Beijing, China, in 2010 and 2016, respectively. From August 2016 to September 2018, he worked as a Postdoctoral Researcher in the College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China. Then he worked the same department as a lecturer and was promoted to an Associate Professor in January 2020. In April 2021, he joined the Department of Aeronautical and Automotive Engineering, Loughborough University, U.K., as a Research Associate. He has published over 30 papers in refereed international journals. His research interests include optimal filtering, complex systems, neural networks as well as fault detection and diagnosis. He is a very active reviewer for several international journals. He was an outstanding reviewer for IEEE Transactions on Automatic Control in 2013, for the journal Neurocomputing in 2016, and for Journal of the Franklin Institute in 2016. He was a guest editor for Systems Science and Control Engineering in 2020.

Zidong Wang is Professor of Dynamical Systems and Computing at Brunel University London, West London, United Kingdom. He was born in 1966 in Yangzhou, Jiangsu, China. He received the BSc degree in Mathematics in 1986 from Suzhou University, Suzhou, the MSc degree in Applied Mathematics in 1990 and the PhD degree in Electrical and Computer Engineering in 1994, both from Nanjing University of Science and Technology, Nanjing.

He was appointed as Lecturer in 1990 and Associate Professor in 1994 at Nanjing University of Science and Technology. From January 1997 to December 1998, he was an Alexander von Humboldt research fellow with the Control Engineering Laboratory, Ruhr-University Bochum, Germany. From January 1999 to February 2001, he was a Lecturer with the Department of Mathematics, University of Kaiserslautern, Germany. From March 2001 to July 2002, he was a University Senior Research Fellow with the School of Mathematical and Information Sciences, Coventry University, U.K. In August 2002, he joined the Department of Computer Science, Brunel University London, U.K., as a Lecturer, and was then promoted to a Reader in September 2003 and to a Chair Professor in July 2007.

Professor Wang's research interests include dynamical systems, signal processing, bioinformatics, control theory and applications. He has published more than 600 papers in refereed international journals. He was awarded the Humboldt research fellowship in 1996 from Alexander von Humboldt Foundation, the JSPS Research Fellowship in 1998 from Japan Society for the Promotion of Science, and the William Mong Visiting Research Fellowship in 2002 from the University of Hong Kong. He was a recipient of the State Natural Science Award from the State Council of China in 2014 and the Outstanding Science and Technology Development Awards (once in 2005 and twice in 1997) from the National Education Committee of China.

Professor Wang is currently serving or has served as the Editor-in-Chief for International Journal of Systems Science, the Editor-in-Chief for Neurocomputing, Executive Editor for Systems Science and Control Engineering, Subject Editor for Journal of The Franklin Institute, an Associate Editor for IEEE Transactions on Automatic Control, IEEE Transactions on Control Systems Technology, IEEE Transactions on Systems, Man, and Cybernetics - Systems, Asian Journal of Control, Science China Information Sciences, IEEE/CAA Journal of Automatica Sinica, Control Theory and Technology, an Action Editor for Neural Networks, an Editorial Board Member for Information Fusion, IET Control Theory & Applications, Complexity, International Journal of Systems Science, Neurocomputing, International Journal of General Systems, Studies in Autonomic, Data-driven and Industrial Computing, and a member of the Conference Editorial Board for the IEEE Control Systems Society. He served as an Associate Editor for IEEE Transactions on Neural Networks, IEEE Transactions on Systems, Man, and Cybernetics - Part C, IEEE Transactions on Signal Processing, Circuits, Systems & Signal Processing, and an Editorial Board Member for International Journal of Computer Mathematics.

Professor Wang is a Member of the Academia Europaea (section of Physics and Engineering Sciences), a Fellow of the IEEE (for contributions to networked control and complex networks), a Fellow of the Chinese Association of Automation, a Member of the IEEE Press Editorial Board, a Member of the EPSRC Peer Review College of the UK, a Fellow of the Royal Statistical Society, a member of program committee for many international conferences, and a very active reviewer for many international journals. He was nominated an appreciated reviewer for IEEE Transactions on Signal Processing in 2006-2008 and 2011, an appreciated reviewer for IEEE Transactions on Intelligent Transportation Systems in 2008, an outstanding reviewer for IEEE Transactions on Automatic Control in 2004 and for the journal Automatica in 2000.

Donghua Zhou received the B.Eng., M.Sci., and Ph.D. degrees in electrical engineering from Shanghai Jiaotong University, Shanghai, China, in 1985, 1988, and 1990, respectively.

He was an Alexander von Humboldt Research Fellow with the University of Duisburg, Duisburg, Germany, from 1995 to 1996, and a Visiting Scholar with Yale university, New Haven, CT, USA, from 2001 to 2002. He joined Tsinghua University, Beijing, China, in 1996, and was promoted as a Full Professor in 1997, he was the Head of the Department of Automation, Tsinghua University, during 2008 and 2015. He is now a Vice President, Shandong University of Science and Technology, Qingdao, China, and a Joint Professor with Tsinghua University. He has authored and coauthored over 210 peer-reviewed international journal papers and 7 monographs in the areas of fault diagnosis, fault-tolerant control, and operational safety evaluation.

Dr. Zhou is a Fellow of CAA and IET, a Member of IFAC TC on SAFEPROCESS, an Associate Editor of Journal of Process Control, the Vice Chairman of Chinese Association of Automation (CAA), the TC Chair of the SAFEPROCESS committee, CAA. He was also the NOC Chair of the 6th IFAC Symposium on SAFEPROCESS 2006.

楊柳於2010年和2016年分別在中國北京的清華大學自動化系獲得學士學位和博士學位。從2016年8月到2018年9月，他在中國青島的山東科技大學電氣工程與自動化學院擔任博士後研究員。隨後，他在同一系所擔任講師，並於2020年1月晉升為副教授。2021年4月，他加入英國拉夫堡大學航空與汽車工程系，擔任研究助理。他在國際期刊上發表了超過30篇論文。他的研究興趣包括最佳過濾、複雜系統、神經網絡以及故障檢測與診斷。他是多本國際期刊的活躍審稿人。2013年，他被評為IEEE自動控制學報的優秀審稿人，2016年則是神經計算期刊和富蘭克林學報的優秀審稿人。他於2020年擔任系統科學與控制工程的客座編輯。

王子東是英國倫敦布魯內爾大學動態系統與計算的教授。他於1966年出生於中國江蘇省揚州市。1986年，他在蘇州大學獲得數學學士學位，1990年在南京科技大學獲得應用數學碩士學位，1994年獲得電氣與計算機工程博士學位。

他於1990年被任命為南京科技大學的講師，並於1994年晉升為副教授。1997年1月至1998年12月，他在德國波鴻魯爾大學控制工程實驗室擔任亞歷山大·馮·洪堡研究員。1999年1月至2001年2月，他在德國凱瑟斯勞滕大學數學系擔任講師。2001年3月至2002年7月，他在英國考文垂大學數學與信息科學學院擔任高級研究員。2002年8月，他加入英國倫敦布魯內爾大學計算機科學系擔任講師，並於2003年9月晉升為讀者，2007年7月晉升為講座教授。

王教授的研究興趣包括動態系統、信號處理、生物信息學、控制理論及其應用。他在國際期刊上發表了超過600篇論文。他於1996年獲得亞歷山大·馮·洪堡基金會的洪堡研究獎學金，1998年獲得日本科學促進會的JSPS研究獎學金，2002年獲得香港大學的William Mong訪問研究獎學金。他於2014年獲得中國國務院的國家自然科學獎，並於1997年和2005年獲得中國國家教育委員會的優秀科技發展獎（共三次）。

王教授目前擔任或曾擔任多本期刊的主編，包括《國際系統科學期刊》、《神經計算》、《系統科學與控制工程》的執行編輯、《富蘭克林學報》的主題編輯、《IEEE自動控制學報》、《IEEE控制系統技術學報》、《IEEE系統、人與控制論學報》、《亞洲控制學報》、《科學中國信息科學》、《IEEE/CAA自動化學報》、《控制理論與技術》的副編輯、《神經網絡》的行動編輯、《信息融合》、《IET控制理論與應用》、《複雜性》、《國際系統科學期刊》、《神經計算》、《國際通用系統期刊》、《自動化、數據驅動與工業計算研究》等期刊的編輯委員會成員，以及IEEE會議編輯委員會的成員。