Báo Cáo Direct Torque Control for Matrix Converter Fed Three-Phase Induction Motor using an Artificial Neura

Abstract​

— This paper presents a new complete artificial neural network (ANN) of Direct – Torque Control (DTC) for the system Matrix converter (MC)– Induction Motor (IM) to decrease the time of calculation of the conventional control system and to observe another parameters such as motor speed . The ANN – System has one ANN – IM - Model and ANN- Controller- Model which are trained separately. A computer simulation program is developed using Matlab/Simulink together with the Neural Network Toolbox. The simulated results demonstrate the good quality and the robustness of the proposed ANN-DTC for MCIM.
Keyword: Direct Torque Control, Matrix Converter, Artificial Neural Network.