A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
The lifting scheme: a construction of second generation wavelets
SIAM Journal on Mathematical Analysis
The construction of wavelet finite element and its application
Finite Elements in Analysis and Design
Detecting impulses in mechanical signals by wavelets
EURASIP Journal on Applied Signal Processing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Bearing condition monitoring based on shock pulse method and improved redundant lifting scheme
Mathematics and Computers in Simulation
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A novel technique for selecting mother wavelet function using an intelli gent fault diagnosis system
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform
Digital Signal Processing
A study of multiscale wavelet-based elements for adaptive finite element analysis
Advances in Engineering Software
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Application of mother wavelet functions for automatic gear and bearing fault diagnosis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Fault diagnosis of ball bearings using continuous wavelet transform
Applied Soft Computing
A hybrid time-frequency method based on improved Morlet wavelet and auto terms window
Expert Systems with Applications: An International Journal
EEMD method and WNN for fault diagnosis of locomotive roller bearings
Expert Systems with Applications: An International Journal
EURASIP Journal on Advances in Signal Processing
Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs)
Applied Soft Computing
Performance prediction methodology based on pattern recognition
Signal Processing
Finite Elements in Analysis and Design
Entropy-based algorithms for best basis selection
IEEE Transactions on Information Theory - Part 2
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Over the last 20 years, particularly in last 10 years, great progress has been made in the theory and applications of wavelets and many publications have been seen in the field of fault diagnosis. This paper attempts to provide a review on recent applications of the wavelets with focus on rotary machine fault diagnosis. After brief introduction of the theoretical background on both classical wavelet transform and second generation wavelet transform, applications of wavelets in rotary machine fault diagnosis are summarized according to the following categories: continuous wavelet transform-based fault diagnosis, discrete wavelet transform-based fault diagnosis, wavelet packet transform-based fault diagnosis, and second generation wavelet transform-based fault diagnosis. In addition, some new research trends, including wavelet finite element method, dual-tree complex wavelet transform, wavelet function selection, new wavelet function design, and multi-wavelets that advance the development of wavelet-based fault diagnosis are also discussed.