PCA based feature extraction for classification of stator-winding faults in induction motors
Nowadays, induction motors are widely used for many industrial processes. The shorted-turn fault of the stator-winding is the initial point of stator winding faults. This paper proposes using the Principal Component Analysis (PCA) to reduce the dimension of the feature set which is obtained from the...
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| Format: | Journal |
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Pertanika Journal of Science & Technology, Universiti Putra Malaysia
2017
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| Online Access: | http://www.myjurnal.my/public/article-view.php?id=109256 |