Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
Author:   Steven X. Ding
Publisher:   Springer London Ltd
Edition:   Softcover reprint of the original 1st ed. 2014
ISBN:  

9781447172635


Pages:   300
Publication Date:   03 September 2016
Format:   Paperback
Availability:   In Print   Availability explained
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Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems


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Author:   Steven X. Ding
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   Softcover reprint of the original 1st ed. 2014
Dimensions:   Width: 15.50cm , Height: 1.70cm , Length: 23.50cm
Weight:   4.861kg
ISBN:  

9781447172635


ISBN 10:   1447172639
Pages:   300
Publication Date:   03 September 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

From the Contents: Introduction.- Objectives, tasks and basic concepts.- An introduction to the representative technical processes.- Data-driven realization of the basic GLR scheme.- Principal component analysis, its variations and applications.- Partial least squares, its variations and applications.

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Author Information

In 1986, Steven X. Ding begun with the Ph D study/investigation on model-based FDI isusses. During his three years stay in industry, he had gained experiences with the applications of FDI techniques in real technical processes. In the last 17 years, he has been, as a university professor and institute head, involved in numerous national and international research grants and industrial projects in developing advanced FDI methods and their applications in different industrial sectors. He holds a lecture on fault diagnosis and fault-tolerant systems for master students and seminars on advanced FDI methods for PhD students at the University Duisburg-Essen and gives guest lectures/courses at other universities and research institutes. He has published more than 80 journal and 130 conference papers in this thematic area.

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