Improvement of PMSM sensorless control based on synergetic and sliding mode controllers using a reinforcement learning deep deterministic policy gradient agent

M Nicola, CI Nicola, D Selișteanu - Energies, 2022 - mdpi.com
The field-oriented control (FOC) strategy of a permanent magnet synchronous motor
(PMSM) in a simplified form is based on PI-type controllers. In addition to their low …

A Novel Active Disturbance Rejection Control of PMSM Based on Deep Reinforcement Learning for More Electric Aircraft

Y Wang, S Fang, J Hu, D Huang - IEEE Transactions on Energy …, 2023 - ieeexplore.ieee.org
In this article, a novel active disturbance rejection control (ADRC) based on deep
reinforcement learning (DRL) is proposed to improve the performance of permanent magnet …

Real Time Implementation of the PMSM Sensorless Control Based on FOC Strategy

CI Nicola, M Nicola - 2022 4th Global Power, Energy and …, 2022 - ieeexplore.ieee.org
This article presents the development stages of the real-time implementation for a
Permanent Magnet Synchronous Motor (PMSM) control system. The control structures …

Improved Performance for PMSM Control Based on Robust Controller and Reinforcement Learning

M Nicola, CI Nicola, C Ionete… - 2022 26th International …, 2022 - ieeexplore.ieee.org
This article presents a Permanent Magnet Synchronous Motor (PMSM) control system which
retains its performance for a significant variation of the parameters and load torque which …

Control of PMSM based on switched systems and field-oriented control strategy

M Nicola, CI Nicola, D Selișteanu, C Ionete - Automation, 2022 - mdpi.com
Starting from the problem of studying the parametric robustness in the case of the control of
a permanent magnet-synchronous motor (PMSM), although robust control systems …

Analysis of Sliding Mode, FUZZY-PI and PI Control Strategies for Permanent Magnetic Synchronous Motor Drive

B Sonkriwal, H Tiwari - 2023 IEEE 3rd International …, 2023 - ieeexplore.ieee.org
Permanent magnetic synchronous motor (PMSM) drive is one of the industry's most well-
known AC motor drives. This motor is used in a variety of platforms due to its advantages …

PMSM Sensorless Control System Based on Super Twisting-Terminal SMC and SMO-PLL Observer

M Nicola, CI Nicola, D Selișteanu… - … Conference on System …, 2024 - ieeexplore.ieee.org
Addressing control performance of the Permanent Magnet Synchronous Motor (PMSM) with
sensorless control systems which use Field Oriented Control (FOC), this paper proposes a …

Analysis of FUZZY-PI and PI Control Strategies for Permanent Magnetic Synchronous Motor Drive

B Sonkriwal, H Tiwari - 2023 Second International …, 2023 - ieeexplore.ieee.org
Permanent magnetic synchronous motor (PMSM) drive is one of the very famous AC motor
drives in the industry. This motor is being used in various platform because of its most …

Improved super-twisting sliding mode control strategy in permanent magnet synchronous motors for hydrogen fuel cell centrifugal compressor

L Dong, P Jiang - Heliyon, 2024 - cell.com
This paper rigorously addresses the intricate control demands of high-speed, high-pressure,
wide adjustable speed range, and high energy utilization efficiency required in hydrogen …

Experimental Validation of the Generation of Direct and Quadratic Reference Currents by Combining the Ant Colony Optimization Algorithm and Sliding Mode Control …

A Najem, A Moutabir, A Ouchatti… - … Journal of Robotics & …, 2024 - search.ebscohost.com
This article aims to enhance the control efficiency of the Permanent Magnet Synchronous
Motor (PMSM) by generating optimal reference currents i< sub> dref and i< sub> qref using …