Overview
- Provides a comprehensive survey on wavelets specifically related to problems encountered in manufacturing
- Covers the similarities and differences between wavelet transform and other analytical techniques commonly used on the factory floor for signal processing
- Discusses the integration of wavelet transforms with other soft computing techniques such as fuzzy logic, for machine defect and severity classification
- Shows how to custom design wavelets for improved performance in signal analysis
- Includes supplementary material: sn.pub/extras
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Table of contents (12 chapters)
Reviews
From the reviews:
“The book presents the theory and practice of wavelets and shows applicability of the wavelet transform to solve the problems typically encountered in various fields of engineering. … The book can be recommended for both researches and practitioners working in the field of manufacturing.” (Zygmunt Hasiewicz, Zentralblatt MATH, Vol. 1227, 2012)
Authors and Affiliations
Bibliographic Information
Book Title: Wavelets
Book Subtitle: Theory and Applications for Manufacturing
Authors: Robert X Gao, Ruqiang Yan
DOI: https://doi.org/10.1007/978-1-4419-1545-0
Publisher: Springer New York, NY
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer Science+Business Media, LLC 2011
Hardcover ISBN: 978-1-4419-1544-3Published: 15 December 2010
Softcover ISBN: 978-1-4899-8201-8Published: 01 September 2014
eBook ISBN: 978-1-4419-1545-0Published: 07 December 2010
Edition Number: 1
Number of Pages: XIV, 224
Topics: Signal, Image and Speech Processing, Control, Robotics, Mechatronics, Manufacturing, Machines, Tools, Processes, Quality Control, Reliability, Safety and Risk