Advances in Industrial Control

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

Authors: Ding, Steven X.

  • Gives the reader a framework of data-driven process monitoring and control techniques, helping them becoming familiar with the basic ideas and schemes in this area in a systematic way
  • Provides the reader with much-needed mathematical and control theoretical knowledge and tools for a self-contained study
  • Provides the reader with design algorithms and demonstrations on industrial case processes for an easy test and implementation
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Hardcover $129.00
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  • ISBN 978-1-4471-6409-8
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Softcover $129.00
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  • Due: October 21, 2016
  • ISBN 978-1-4471-7263-5
  • Free shipping for individuals worldwide
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About this book

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dynamic industrial processes. With ever increasing demands for reliability, availability and safety in technical processes and assets, process monitoring and fault-tolerance have become important issues surrounding the design of automatic control systems. This text shows the reader how, thanks to the rapid development of information technology, key techniques of data-driven and statistical process monitoring and control can now become widely used in industrial practice to address these issues. To allow for self-contained study and facilitate implementation in real applications, important mathematical and control theoretical knowledge and tools are included in this book. Major schemes are presented in algorithm form and demonstrated on industrial case systems. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems will be of interest to process and control engineers, engineering students and researchers with a control engineering background.

About the authors

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.

Table of contents (15 chapters)

  • Introduction

    Ding, Steven X.

    Pages 3-10

  • Case Study and Application Examples

    Ding, Steven X.

    Pages 11-21

  • Basic Statistical Fault Detection Problems

    Ding, Steven X.

    Pages 23-47

  • Fault Detection in Processes with Deterministic Disturbances

    Ding, Steven X.

    Pages 49-70

  • Application of Principal Component Analysis to Fault Diagnosis

    Ding, Steven X.

    Pages 73-94

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-1-4471-6410-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-1-4471-6409-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 21, 2016
  • ISBN 978-1-4471-7263-5
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
Authors
Series Title
Advances in Industrial Control
Copyright
2014
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-4471-6410-4
DOI
10.1007/978-1-4471-6410-4
Hardcover ISBN
978-1-4471-6409-8
Softcover ISBN
978-1-4471-7263-5
Series ISSN
1430-9491
Edition Number
1
Number of Pages
XX, 300
Number of Illustrations and Tables
5 b/w illustrations, 101 illustrations in colour
Topics