Wavelets Theory and Applications for Manufacturing /

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Gao, Robert X. (Συγγραφέας), Yan, Ruqiang (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Boston, MA : Springer US : Imprint: Springer, 2011.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 04165nam a22006015i 4500
001 978-1-4419-1545-0
003 DE-He213
005 20151125161849.0
007 cr nn 008mamaa
008 101207s2011 xxu| s |||| 0|eng d
020 |a 9781441915450  |9 978-1-4419-1545-0 
024 7 |a 10.1007/978-1-4419-1545-0  |2 doi 
040 |d GrThAP 
050 4 |a TK5102.9 
050 4 |a TA1637-1638 
050 4 |a TK7882.S65 
072 7 |a TTBM  |2 bicssc 
072 7 |a UYS  |2 bicssc 
072 7 |a TEC008000  |2 bisacsh 
072 7 |a COM073000  |2 bisacsh 
082 0 4 |a 621.382  |2 23 
100 1 |a Gao, Robert X.  |e author. 
245 1 0 |a Wavelets  |h [electronic resource] :  |b Theory and Applications for Manufacturing /  |c by Robert X Gao, Ruqiang Yan. 
264 1 |a Boston, MA :  |b Springer US :  |b Imprint: Springer,  |c 2011. 
300 |a XIV, 224 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a 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. 
520 |a 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. 
650 0 |a Engineering. 
650 0 |a Control engineering. 
650 0 |a Robotics. 
650 0 |a Mechatronics. 
650 0 |a Manufacturing industries. 
650 0 |a Machines. 
650 0 |a Tools. 
650 0 |a Quality control. 
650 0 |a Reliability. 
650 0 |a Industrial safety. 
650 1 4 |a Engineering. 
650 2 4 |a Signal, Image and Speech Processing. 
650 2 4 |a Control, Robotics, Mechatronics. 
650 2 4 |a Manufacturing, Machines, Tools. 
650 2 4 |a Quality Control, Reliability, Safety and Risk. 
700 1 |a Yan, Ruqiang.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9781441915443 
856 4 0 |u http://dx.doi.org/10.1007/978-1-4419-1545-0  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)