Bearing Fault Detection Using Logarithmic Wavelet Packet Transform and Support Vector Machine

International Journal of Image Graphics and Signal Processing ◽

10.5815/ijigsp.2019.05.03 ◽

2019 ◽

Vol 11 (5) ◽

pp. 21-33

Author(s):

Om Prakash Yadav ◽

◽

G L Pahuja

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Wavelet Packet ◽

Wavelet Packet Transform ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection

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Bearing fault detection in varying operational conditions using wavelet packet decomposition and support vector machine

Journal of Physics Conference Series ◽

10.1088/1742-6596/1074/1/012058 ◽

2018 ◽

Vol 1074 ◽

pp. 012058

Author(s):

Guozeng Liu ◽

Jianmin Zhao ◽

Haiping Li

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Wavelet Packet ◽

Support Vector ◽

Wavelet Packet Decomposition ◽

Operational Conditions ◽

Bearing Fault ◽

Bearing Fault Detection

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Multiclass Support Vector Machine Based Bearing Fault Detection Using Vibration Signal Analysis

Lecture Notes in Electrical Engineering - Proceedings of the 4th International Conference on Electrical Engineering and Control Applications ◽

10.1007/978-981-15-6403-1_61 ◽

2020 ◽

pp. 885-895

Author(s):

Issam Attoui ◽

Nadir Fergani ◽

Nadir Boutasseta ◽

Brahim Oudjani ◽

Mohammed Salah Bouakkaz ◽

...

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Signal Analysis ◽

Vibration Signal ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Multiclass Support Vector Machine ◽

Vibration Signal Analysis

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Bearing Fault Detection in Adjustable Speed Drives via a Support Vector Machine with Feature Selection using a Genetic Algorithm

2008 IEEE Instrumentation and Measurement Technology Conference ◽

10.1109/imtc.2008.4547208 ◽

2008 ◽

Author(s):

Kaptan Teotrakool ◽

Michael J. Devaney ◽

Levent Eren

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Fault Detection ◽

Support Vector ◽

Adjustable Speed Drives ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Adjustable Speed

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Rolling element bearing fault detection using support vector machine with improved ant colony optimization

Measurement ◽

10.1016/j.measurement.2013.04.081 ◽

2013 ◽

Vol 46 (8) ◽

pp. 2726-2734 ◽

Author(s):

Xu Li ◽

A’nan Zheng ◽

Xunan Zhang ◽

Chenchen Li ◽

Li Zhang

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Ant Colony Optimization ◽

Rolling Element Bearing ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Rolling Element ◽

Element Bearing

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Application of wavelet packet transform in roller bearing fault detection and life estimation

Journal of Physics Conference Series ◽

10.1088/1742-6596/1074/1/012142 ◽

2018 ◽

Vol 1074 ◽

pp. 012142 ◽

Author(s):

Farzad Hemmati ◽

Mohammad Miraskari ◽

Mohamed S. Gadala

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Roller Bearing ◽

Wavelet Packet Transform ◽

Life Estimation ◽

Bearing Fault ◽

Bearing Fault Detection

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Rolling element bearing fault detection: Combining energy operator demodulation and wavelet packet transform

2011 Prognostics and System Health Managment Confernece ◽

10.1109/phm.2011.5939547 ◽

2011 ◽

Author(s):

Chao Tang ◽

Qiang Miao ◽

Michael Pecht

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Energy Operator ◽

Wavelet Packet Transform ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Rolling Element ◽

Element Bearing

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A Support Vector Machine approach based on physical model training for rolling element bearing fault detection in industrial environments

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2011.09.010 ◽

2012 ◽

Vol 25 (2) ◽

pp. 326-344 ◽

Author(s):

K.C. Gryllias ◽

I.A. Antoniadis

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Physical Model ◽

Rolling Element Bearing ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Rolling Element ◽

Element Bearing ◽

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Bearing fault detection using wavelet packet transform of induction motor stator current

Tribology International ◽

10.1016/j.triboint.2006.07.002 ◽

2007 ◽

Vol 40 (5) ◽

pp. 763-769 ◽

Author(s):

Jafar Zarei ◽

Javad Poshtan

Keyword(s):

Fault Detection ◽

Induction Motor ◽

Wavelet Packet ◽

Wavelet Packet Transform ◽

Bearing Fault ◽

Bearing Fault Detection ◽

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A Teager–Kaiser Energy Operator and Wavelet Packet Transform for Bearing Fault Detection

Smart Science ◽

10.1080/23080477.2018.1460892 ◽

2018 ◽

pp. 1-7

Author(s):

Mohamed Azergui ◽

Abdenbi Abenaou ◽

Hassane Bouzahir

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Energy Operator ◽

Wavelet Packet Transform ◽

Bearing Fault ◽

Bearing Fault Detection

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Adjustable speed drive bearing fault detection via support vector machine incorporating feature selection using genetic algorithm

10.32469/10355/4845 ◽

2007 ◽

Author(s):

Kaptan Teotrakool

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Fault Detection ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Adjustable Speed Drive ◽

Adjustable Speed

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