Fault Diagnosis for Electromechanical Drivetrains Using a Joint Distribution Optimal Deep Domain Adaptation Approach

Robust and reliable drivetrain is important for preventing electromechanical (e.g., wind turbine) downtime. In recent years, advanced machine learning (ML) techniques including deep learning have been introduced to improve fault diagnosis performance for electromechanical systems. However, electrome...

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Veröffentlicht in:IEEE sensors journal 2019-12, Vol.19 (24), p.12261-12270
Hauptverfasser: Liu, Zhao-Hua, Lu, Bi-Liang, Wei, Hua-Liang, Li, Xiao-Hua, Chen, Lei
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Sprache:eng
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