Time Series Electrical Motor Drives Forecasting Based on Simulation Modeling and Bidirectional Long-Short Term Memory

Accurately forecasting electrical signals from three-phase Direct Torque Control (DTC) induction motors is crucial for achieving optimal motor performance and effective condition monitoring. However, the intricate nature of multiple DTC induction motors and the variability in operational conditions...

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發表在:	Sensors
Main Authors:	Thi-Thu-Huong Le, Yustus Eko Oktian, Uk Jo, Howon Kim
格式:	Article
語言:	英语
出版:	MDPI AG 2023-09-01
主題:	Bi-LSTM deep learning FFT frequency domain signal processing simulation modeling
在線閱讀:	https://www.mdpi.com/1424-8220/23/17/7647