Direct Torque Control with Adaptive PI Speed Controller based on Neural Network for PMSM Drives

This paper presents an adaptive speed controller based on artificial intelligent technique to improvethe performance of classical Direct Torque Control (DTC) for Permanent Magnet Synchronous Motor (PMSM) drives. The proposed method applies back propagation (BP) based neural network (NN) to tune the...

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Bibliographic Details
Main Authors: Zhenyu Jia, Byeongwoo Kim
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201816002011