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

Mapping Intimacies ◽

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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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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Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2003.09.006 ◽

2003 ◽

Vol 16 (7-8) ◽

pp. 657-665 ◽

Author(s):

B. Samanta ◽

K.R. Al-Balushi ◽

S.A. Al-Araimi

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Fault Detection ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Vector Machines ◽

Artificial Neural

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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 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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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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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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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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Adjustable Speed Drive Bearing Fault Detection via Wavelet Packet Decomposition

2006 IEEE Instrumentation and Measurement Technology Conference Proceedings ◽

10.1109/imtc.2006.328356 ◽

2006 ◽

Author(s):

Kaptan Teotrakool ◽

Michael J. Devaney ◽

Levent Eren

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Adjustable Speed Drive ◽

Adjustable Speed

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Adjustable Speed Drive Bearing Fault Detection via Wavelet Packet Decomposition

2006 IEEE Instrumentation and Measurement Technology Conference Proceedings ◽

10.1109/imtc.2006.235494 ◽

2006 ◽

Author(s):

Kaptan Teotrakool

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Adjustable Speed Drive ◽

Adjustable Speed

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Adjustable-Speed Drive Bearing-Fault Detection Via Wavelet Packet Decomposition

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2009.2016292 ◽

2009 ◽

Vol 58 (8) ◽

pp. 2747-2754 ◽

Author(s):

K. Teotrakool ◽

M.J. Devaney ◽

L. Eren

Keyword(s):

Fault Detection ◽

Wavelet Packet ◽

Wavelet Packet Decomposition ◽

Bearing Fault ◽

Bearing Fault Detection ◽

Adjustable Speed Drive ◽

Adjustable Speed

Download Full-text