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Book Cover
E-book
Author Gao, Robert X.

Title Wavelets : theory and applications for manufacturing / by Robert X. Gao, Ruqiang Yan
Published New York ; London : Springer, 2011

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Description 1 online resource (xiv, 224 pages) : illustrations
Contents Signals and Signal Processing in Manufacturing -- From Fourier Transform to Wavelet Transform: A Historical Perspective -- Continuous Wavelet Transform -- Discrete Wavelet Transform -- Wavelet Packet Transform -- Wavelet-Based Multiscale Enveloping -- Wavelet Integrated with Fourier Transform: A Unified Technique -- Wavelet Packet-Transform for Defect Severity Classification -- Local Discriminant Bases for Signal Classification -- Selection of Base Wavelet -- Designing Your Own Wavelet -- Beyond Wavelets
Summary Wavelets: Theory and Applications for Manufacturing presents a systematic yet easily accessible description of the fundamentals of wavelet transform and its applications in manufacturing. Given the widespread utilization of machine tools in modern manufacturing and the increasing need for minimizing unexpected machine down-time to ensure reliable, economical, and high quality production, it is of critical importance to continually advance the science base for machine condition monitoring, fault diagnosis, and remaining service life prognosis. The adaptive, multi-resolution capability of the wavelet transform has made it a powerful mathematical tool for accomplishing such goals. In addition, this volume also: -Provides a historical overview of the evolution of signal processing techniques, from the Fourier transform to wavelet transform -Introduces the fundamental mathematics for understanding what wavelet transform is and does, and how to apply it to problems typically encountered in manufacturing -Discusses the integration of wavelet transforms with other techniques, such as signal enveloping and neural networks, for enhanced machine defect detection and severity classification -Demonstrates how to select an appropriate base wavelet or custom design a wavelet for optimal performance in signal analysis Focusing on wavelet transform as a tool specifically applied to and designed for manufacturing, Wavelets: Theory and Applications for Manufacturing presents material appropriate for both academic researchers and practicing engineers working in the field of manufacturing
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Machine parts -- Testing
Wavelets (Mathematics)
TECHNOLOGY & ENGINEERING -- Machinery.
Ingénierie.
Machine parts -- Testing
Wavelets (Mathematics)
Form Electronic book
Author Yan, Ruqiang.
ISBN 9781441915450
1441915451
1441915443
9781441915443