Wavelets Theory and Applications for Manufacturing /

• Main Authors: Gao, Robert X. (Author), Yan, Ruqiang (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US : Imprint: Springer, 2011.
• Subjects: Engineering.; Control engineering.; Robotics.; Mechatronics.; Manufacturing industries.; Machines.; Tools.; Quality control.; Reliability.; Industrial safety.; Signal, Image and Speech Processing.; Control, Robotics, Mechatronics.; Manufacturing, Machines, Tools.; Quality Control, Reliability, Safety and Risk.

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...

Table of Contents:

• 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.