Advances in Industrial Control

Model-Based Fault Diagnosis Techniques

Design Schemes, Algorithms and Tools

Authors: Ding, Steven

  • Gives readers a framework of model-based FDI techniques, helping them to become familiar with the basic ideas and schemes in a systematic way 
  • Design algorithms and mathematical and control engineering tools encourage the translation of the ideas of the book to readers’ own systems 
  • Examples and benchmarks provide a means of practising the ideas and judging the methods described
  • Classroom tested in the author’s teaching of graduate students
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About this book

Guaranteeing a high system performance over a wide operating range is an important issue surrounding the design of automatic control systems with successively increasing complexity. As a key technology in the search for a solution, advanced fault detection and identification (FDI) is receiving considerable attention. This book introduces basic model-based FDI schemes, advanced analysis and design algorithms, and mathematical and control-theoretic tools.
This second edition of Model-Based Fault Diagnosis Techniques contains:
• new material on fault isolation and identification and alarm management;
• extended and revised treatment of systematic threshold determination for systems with both deterministic unknown inputs and stochastic noises;
• addition of the continuously-stirred tank heater as a representative process-industrial benchmark; and
• enhanced discussion of residual evaluation which now deals with stochastic processes.
Model-based Fault Diagnosis Techniques will interest academic researchers working in fault identification and diagnosis and as a text it is suitable for graduate students in a formal university-based course or as a self-study aid for practising engineers working with automatic control or mechatronic systems from backgrounds as diverse as chemical process and power engineering.

About the authors

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.

 

Table of contents (15 chapters)

  • Introduction

    Ding, Steven X.

    Pages 3-11

  • Basic Ideas, Major Issues and Tools in the Observer-Based FDI Framework

    Ding, Steven X.

    Pages 13-19

  • Modelling of Technical Systems

    Ding, Steven X.

    Pages 21-50

  • Fault Detectability, Isolability and Identifiability

    Ding, Steven X.

    Pages 51-68

  • Basic Residual Generation Methods

    Ding, Steven X.

    Pages 71-116

Buy this book

eBook $179.00
price for USA (gross)
  • ISBN 978-1-4471-4799-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $229.00
price for USA
  • ISBN 978-1-4471-4798-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $229.00
price for USA
  • ISBN 978-1-4471-6111-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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
Model-Based Fault Diagnosis Techniques
Book Subtitle
Design Schemes, Algorithms and Tools
Authors
Series Title
Advances in Industrial Control
Copyright
2013
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-4471-4799-2
DOI
10.1007/978-1-4471-4799-2
Hardcover ISBN
978-1-4471-4798-5
Softcover ISBN
978-1-4471-6111-0
Series ISSN
1430-9491
Edition Number
2
Number of Pages
XX, 504
Topics