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Advanced Information and Knowledge Processing

Computational Intelligence in Fault Diagnosis

Editors: Palade, Vasile, Bocaniala, Cosmin Danut (Eds.)

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eBook $149.00
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  • ISBN 978-1-84628-631-5
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Hardcover $189.00
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  • ISBN 978-1-84628-343-7
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Softcover $189.00
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  • ISBN 978-1-84996-583-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Presenting the latest developments and research results on fault diagnosis approaches using computational intelligence methodologies, this book opens with a review of the state-of-the-art before moving on to focus on various theoretical aspects of computational intelligence methodologies applied to real-world fault diagnosis problems.

Chapters deal with topics such as fuzzy sets applications to fault diagnosis, neural network based fault diagnosis applications and neuro-fuzzy techniques for fault diagnosis. The last chapter considers the problem of diagnosing large scale complex systems using local agents which, in particular, can be implemented using computational intelligence based fault diagnosis techniques. Several case studies are used including applying computational intelligence techniques to aero-engines fault diagnosis and diagnosing faults to various industrial devices, such as a flow control valve and a hydraulic installation in a rolling mill plant.

Computational Intelligence in Fault Diagnosis presents the most recent concerns and research results in industrial fault diagnosis using intelligent techniques, and will be of interest to application engineers/technologists, graduates and researchers wishing to apply these techniques, enhance their knowledge, as well as build up a foundation for further study.

Reviews

From the reviews:

"This book is a collection of 11 chapters written mostly by authors from European countries and Malaysia. The focus is on fault diagnosis using computational intelligence techniques. … This book will be useful to doctoral students interested in the application of neural and neural-fuzzy techniques to diagnose problems arising in mechanical and aeronautical engineering disciplines." (Rao Vemuri, Computing Reviews, January, 2007)


Table of contents (3 chapters)

  • Computational Intelligence Methodologies in Fault Diagnosis: Review and State of the Art

    Cosmin Danut Bocaniala, Vasile Palade

    Pages 1-36

  • A Fuzzy Logic Approach to Gas Path Diagnostics in Aero-engines

    Luca Marinai, Riti Singh

    Pages 37-79

  • Artificial Neural Networks in Fault Diagnosis: A Gas Turbine Scenario

    Stephen Ogaji, Riti Singh

    Pages 179-207

Buy this book

eBook $149.00
price for USA
  • ISBN 978-1-84628-631-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $189.00
price for USA
  • ISBN 978-1-84628-343-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-1-84996-583-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence in Fault Diagnosis
Editors
  • Vasile Palade
  • Cosmin Danut Bocaniala
Series Title
Advanced Information and Knowledge Processing
Copyright
2006
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-84628-631-5
DOI
10.1007/978-1-84628-631-5
Hardcover ISBN
978-1-84628-343-7
Softcover ISBN
978-1-84996-583-5
Series ISSN
1610-3947
Edition Number
1
Number of Pages
XVIII, 362
Topics