Browsing Department of Information and Communication Technology by Author "Senanayaka, Jagath Sri Lal"
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Robust Active Learning Multiple Fault Diagnosis of PMSM Drives with Sensorless Control under Dynamic Operations and Imbalanced Datasets
Attestog, Sveinung; Senanayaka, Jagath Sri Lal; Huynh, Van Khang; Robbersmyr, Kjell Gunnar (Peer reviewed; Journal article, 2022)This paper proposes an active learning scheme to detect multiple faults in permanent magnet synchronous motors in dynamic operations without using historical labelled faulty training data. The proposed method combines the ...