Concepedia

Rolling element bearings multi-fault classification based on the wavelet denoising and support vector machine

Saeed Abbasion, Ahmad Rafsanjani, Anooshiravan Farshidianfar, N. Irani

Mechanical Systems and Signal Processing · 2007 · 375 citations · 27 references

Concepts

ComputingComputer ScienceIndustrial EngineeringMachine LearningMachine VisionTime Series AnalysisCondition MonitoringDiagnosisDigital Signal ProcessingFault DetectionFault DiagnosisSupport Vector MachinesBearing FaultsDenoisingFault ClassificationRolling Element BearingsSupport Vector Machine ClassificationWavelet AnalysisWavelet Denoising

References

27

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

De-noising by soft-thresholding

David L. Donoho · IEEE Transactions on Information Theory · 1995 · 9.6K citations

Natural Sciences, Computer Science, Mathematics +11

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Computing, Computer Science, Mathematics +11

Entropy-based algorithms for best basis selection

Ronald R. Coifman, Mladen Victor Wickerhauser · IEEE Transactions on Information Theory · 1992 · 3.2K citations

Engineering, Computer Science, Information Theory +16

Rolling Bearing Analysis

T. A. Harris, W. J. Crecelius · Journal of Tribology · 1986 · 1.7K citations · Full text

Engineering, Materials Science, Mechanical Engineering +17