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

Measurement: Journal of the International Measurement Confederation

Volumn 46, Issue 8, 2013, Pages 2726-2734

  Li, Xu ^a   Zheng, A'Nan ^b   Zhang, Xunan ^c   Li, Chenchen ^b   Zhang, Li ^b  

^a NORTHEASTERN UNIVERSITY   (China)

^b LIAONING UNIVERSITY   (China)

^c TSINGHUA UNIVERSITY   (China)

Author keywords

Ant colony optimization; Fault detection; Meshing; Rolling element bearing; Support vector machine

Indexed keywords

ANT COLONY OPTIMIZATION; ARTIFICIAL INTELLIGENCE; BEARINGS (MACHINE PARTS); FAULT DETECTION; GENETIC ALGORITHMS;

CLASSIFICATION PERFORMANCE; EXPERIMENTAL DATUM; IMPROVED ANT COLONY OPTIMIZATION; MESHING; OPTIMIZED PARAMETER; RECOGNITION ACCURACY; ROLLING BEARING VIBRATION; ROLLING ELEMENT BEARING;

SUPPORT VECTOR MACHINES;

EID: 84879089831     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2013.04.081     Document Type: Article

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