Induction Motor Fault Diagnosis Based on Transfer Principal Component Analysis

• Published in: Chinese Journal of Electronics Vol. 30; no. 1; pp. 18 - 25
• Main Authors: Ruqiang, Yan, Fei, Shen, Mengjie, Zhou
• Format: Journal Article
• Language: English
• Published: Published by the IET on behalf of the CIE 01.01.2021
• Subjects: Fault diagnosis; Induction motors; Transfer learning; Transfer principal component analysis; Various working conditions

This paper presents a transfer learning‐based approach for induction motor fault diagnosis, where the Transfer principal component analysis (TPCA) is proposed to improve diagnostic performance of the induction motors under various working conditions. TPCA is developed to minimize the distribution di...