Data-Driven Technology for Engineering Systems Health Management

Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions

Authors: Niu, Gang

  • Covers regular expressions usage in feature-based strategy and methodology for PHM/CBM
  • Offers an in-depth review and explanations of algorithms for data-driven PHM/CBM
  • Includes handy quick-reference tables to help readers with regular expression syntax
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eBook $139.00
price for USA (gross)
  • ISBN 978-981-10-2032-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA
  • ISBN 978-981-10-2031-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as feature-based fault diagnosis and prognosis. The book includes a wealth of illustrations and tables to help explain the algorithms, as well as practical examples showing how to use this tool to solve situations for which analytic solutions are poorly suited. It equips readers to apply the concepts discussed in order to analyze and solve a variety of problems in PHM system design, feature construction, fault diagnosis and prognosis.

About the authors

Table of contents (10 chapters)

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-981-10-2032-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA
  • ISBN 978-981-10-2031-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data-Driven Technology for Engineering Systems Health Management
Book Subtitle
Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions
Authors
Copyright
2017
Publisher
Springer Singapore
Copyright Holder
Springer Science+Business Media Singapore and Science Press, Beijing, China
Distribution Rights
Distribution rights for print copies in China: Science Press
eBook ISBN
978-981-10-2032-2
DOI
10.1007/978-981-10-2032-2
Hardcover ISBN
978-981-10-2031-5
Edition Number
1
Number of Pages
XIII, 357
Number of Illustrations and Tables
204 b/w illustrations
Additional Information
Jointly published with Science Press, Beijing, China
Topics