Wavelets

Theory and Applications for Manufacturing

AvRobert X Gao,Ruqiang Yan

Inbunden, Engelska, 2010

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Beskrivning

With the aim of facilitating signal processing in manufacturing, this book presents a systematic description of the fundamentals on wavelet transform and the ways of applying it to the condition monitoring and health diagnosis of rotating machine components.

Produktinformation

Utgivningsdatum:2010-12-15
Mått:155 x 235 x 22 mm
Vikt:498 g
Format:Inbunden
Språk:Engelska
Antal sidor:224
Upplaga:2011
Förlag:Springer-Verlag New York Inc.
ISBN:9781441915443

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Recensioner i media

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)

Innehållsförteckning

Why wavelets.- From fourier transform to wavelet transform.- Wavelet integrated with fourier transform: a spectral post-processing technique.- Wavelet-based multi-sensor data fusion.- Integration of wavelet with fuzzy logic for machine defect severity classification.- Wavelet-based multi-fractal singularity spectrum.- Wavelet-based ultrasonic pulse detection and differentiation.- Wavelet-based multi-scale enveloping spectrogram.- Wavelet packet decomposition for cross-term interference suppression in wigner-ville distribution.- Optimal wavelet packet transform for discriminable feature extraction.- Wavelet selection criteria.- Customized wavelet design.