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

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...

Full description

Bibliographic Details
Main Authors: Thi-Thu-Huong Le, Yustus Eko Oktian, Uk Jo, Howon Kim
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
Bi-LSTM
deep learning
FFT
frequency domain
signal processing
simulation modeling
Online Access:https://www.mdpi.com/1424-8220/23/17/7647

Internet

https://www.mdpi.com/1424-8220/23/17/7647

Similar Items