Past research on wavelets has been translated into a large volume of publications and significantly impacted the state-of-the-technology. These papers, together with a series of classic books, have taught generations of engineers the theory and applications of wavelets. Nevertheless, there exists a gap in the literature that is particularly dedicated to graduate students and practicing engineers in manufacturing who are interested in learning about and applying the theory of wavelet transform to solving problems related to equipment and process monitoring,diagnostics, and prognostics in manufacturing.
The book is intended to bridge such a gap by presenting a systematic yet easily accessible treatment of the mathematics of wavelet transform and illustrate, in concrete terms, how wavelet transform as a mathematical tool can be realized for applications in manufacturing. Contributing to the understating and adoption of wavelets by the manufacturing community is the primary motivation for this book,and the 12 chapters included herein provide an overview of some of the latest efforts in this vibrant field.
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