Direct torque model predictive control of a five-phase permanent magnet synchronous motor

B Cao, BM Grainger, X Wang, Y Zou… - … on Power Electronics, 2020 - ieeexplore.ieee.org
Polyphase permanent magnet synchronous motors exhibit outstanding advantages over the
traditional three-phase traction motors in electrified transportation applications. This article …

Reinforcement learning algorithm for improving speed response of a five-phase permanent magnet synchronous motor based model predictive control

AM Hassan, J Ababneh, H Attar, T Shamseldin… - PloS one, 2025 - journals.plos.org
Enhancing the performance of 5ph-IPMSM control plays a crucial role in advancing various
innovative applications such as electric vehicles. This paper proposes a new reinforcement …

Multiple-Mode Antidisturbance Model Predictive Control of VLF-PMSM Sensorless Drive System With Double-Decoupling Position Search Observer

X Zhu, F Tan, L Zhang, WH Chen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
For the sensorless drive system of the variable-leakage-flux permanent-magnet
synchronous motor (VLF-PMSM), its obvious parameter variation and additional harmonic …

Polyphase Permanent Magnet Synchronous Motors Direct Current Model Predictive Control with Long Prediction Horizons

X Wang, B Cao, ZH Mao, B Grainger, EE Yaz - IFAC-PapersOnLine, 2023 - Elsevier
This manuscript presents a novel direct current model predictive control with long prediction
horizon for medium-voltage polyphase permanent magnet synchronous motor drives. By …

Effective predictive current control for a sensorless five-phase induction motor drive

MA Mossa - International Journal of Power Electronics, 2021 - inderscienceonline.com
The paper aims to develop an effective predictive current control (PCC) procedure for a
sensorless five-phase induction motor (IM) drive. The proposed PCC considers the discrete …

Research on torque pulsation suppression of permanent magnet synchronous motor based on harmonic injection

S Zhang, B Cui, J Li, Y Shi, N Pan… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Permanent magnet synchronous motor (PMSM) is affected by the nonlinearities of the
inverter during operation resulting in harmonics in the motor stator current, which causes the …

A Comparative Study of Machine Learning Algorithms for Controlling Torque of Permanent Magnet Synchronous Motors through a Closed Loop System

A Bilal, A Waheed, MH Shah - 2019 Second International …, 2019 - ieeexplore.ieee.org
Industries and manufacturers are being continuously challenged by the increasing demand
of need for the development of fault and control predictive models that can help industries to …

Extraction and Reduction of Torque Ripples for Permanent Magnet Motors Controlled by FCS-MPCC Method

Y Liu, C Gong, S Niu, X Zhao… - 2024 IEEE 10th …, 2024 - ieeexplore.ieee.org
This paper introduces a novel approach for torque ripple extraction and reduction in the
context of finite control set model predictive control (FCS-MPCC) for permanent magnet …

Direct control of bearingless permanent magnet synchronous motor based on prediction model

H Zhu, M Wu - Progress In Electromagnetics Research M, 2021 - jpier.org
The direct control for the bearingless permanent magnet synchronous motor (BPMSM) has
problems of large ripples of flux linkage, torque, and suspension force due to sampling time …