Model-Based Fault Diagnosis Techniques by Steven X Ding

Model-Based Fault Diagnosis Techniques by Steven X Ding

Basic Ideas, Major Issues, and Tools in the Observer-Based FDI Framework.- Modelling of Technical Systems.- Structural Fault Detectability, Isolability and Identifiability.- Basic Residual Generation Methods.- Perfect Unknown Input Decoupling.- Residual Generation with Enhanced Robustness against Unknown Inputs.- Residual Generation with Enhanced Robustness against Model Uncertainties.- Norm-Based Residual Evaluation and Threshold Computation.- Statistical-Methods-Based Residual Evaluation and Threshold Setting.- Integration of Norm-Based and Statistical Methods.- Integrated Design of Fault Detection Systems.- Fault Isolation Schemes.

Steven X. Ding began investigating issues concerned with model-based fault detection and identification in 1986 during his PhD. Following a three-year stay in industry, in which he gained experience with the application of FDI techniques in real technical processes, he returned to academia and during the last 17 years has become a university professor and institute head. He has been involved with numerous national and international research grants and industrial projects in the development of advanced FDI methods and their application in different sectors of industry. He teaches fault diagnosis and fault-tolerant systems to Masters students and advanced FDI methods to PhD students at the University of Duisburg-Essen. He has also guest-lectured and taught courses on these subjects at other universities and research institutes. Professor Ding has published more than 80 journal and 130 conference papers associated with the field of FDI.

SKU	Unavailable
ISBN 13	9781447147985
ISBN 10	1447147987
Title	Model-Based Fault Diagnosis Techniques
Author	Steven X Ding
Series	Advances In Industrial Control
Condition	Unavailable
Binding Type	Hardback
Publisher	Springer London Ltd
Year published	2013-01-02
Number of pages	504
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.