Novel Sensorless PMSM Speed Control Using Advanced Fuzzy MRAS Algorithm

Khanh, Phạm Quốc; Ánh, Hồ Phạm Huy

doi:10.1007/s13369-022-06834-1

Cited by 11 publications

(7 citation statements)

References 33 publications

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“…Therefore, this paper uses the PSO algorithm to optimize the parameters of FOSMO. The ITAE index is selected as the fitness function to ensure that the FOSMO has good performance [27], and shown as follows.…”

Section: Parameter Optimization Of Fosmomentioning

confidence: 99%

Anti-Disturbance Speed Control of Permanent Magnet Synchronous Motor Based on Fractional Order Sliding Mode Load Observer

Jiang

et al. 2024

IEEE Access

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Based on the fractional order sliding mode load observer, this paper presents an antidisturbance speed control method of permanent magnet semi-direct drive transmission system for overhead manned equipment. According to the Lagrange equation, the dynamic model of semi-direct drive transmission system is established. Furthermore, the mathematical model of the permanent magnet synchronous motor (PMSM) is established based on the coordinate transformation theory. Subsequently, the fractional order sliding mode observer (FOSMO), which combines nonsingular terminal sliding mode control and fractional order theory is designed to observe the load disturbance changes in the permanent magnet semi-direct drive transmission system. Then, the concept of "active damping" is used to design the speed loop PI controller, and combined with the designed FOSMO to construct the composite speed controller. The designed composite speed controller is further improved by the anti-saturation design and parameter optimization. The results demonstrate that the designed FOSMO can precisely estimate the load disturbance on the PMSM output shaft. Additionally, the designed composite speed controller can realize stable speed control in the case of complex load disturbance, which meets the anti-disturbance speed control requirements of permanent magnet semi-direct drive transmission system, and the robustness of the control system is further improved by adding the anti-saturation link.

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Section: Parameter Optimization Of Fosmomentioning

confidence: 99%

Anti-Disturbance Speed Control of Permanent Magnet Synchronous Motor Based on Fractional Order Sliding Mode Load Observer

Jiang

et al. 2024

IEEE Access

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“…It integrates the speed loop PI regulator, current loop PI regulator, and the Space Vector Pulse Width Modulation (SVPWM) algorithm to construct the vector control system for the permanent magnet synchronous motor. This process is undertaken to establish the simulation model of the speed control system for the permanent magnet synchronous motor in the Simulink environment of MATLAB [10] .…”

Section: Permanent Magnet Synchronous Motor Simulation Modelmentioning

confidence: 99%

Application Research on Adaptive Control Method of Variable Frequency Tensioning System for Large Belt Conveyor

Shi,

2024

Advances in Transdisciplinary Engineering

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In this work, the permanent magnet frequency conversion tensioning system of belt conveyor is designed. The permanent magnet synchronous motor and belt conveyor are modeled and simulated in AMESim and MATLAB co-simulation environment. The dynamic characteristic curves of impact load of belt conveyor in different running stages are analyzed. In addition, the experimental platform of permanent magnet variable frequency tensioning system is built, and the change of tension in different stages is analyzed experimentally. The results show that compared with the traditional hydraulic automatic tensioning system, the permanent magnet variable frequency tensioning system has faster response speed, higher safety and reliability, and better dynamic characteristics.

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“…It is suitable for various complex application scenarios. Therefore, the implementation of sensorless control strategy for PMSM has become a difficulty in current research 9 . It is of great practical significance to realize sensorless control strategy in PMSM full speed domain.…”

Section: Introductionmentioning

confidence: 99%

Sensorless control of permanent magnet synchronous motor based on UKF

Yang,

Li,

Chen

et al. 2023

Third International Conference on Electronics, Electrical and Information Engineering (ICEEIE 2023)

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In order to solve the problems of high cost, large volume and difficult maintenance when traditional mechanical sensors are used in permanent magnet synchronous motor, a sensorless system model of permanent magnet synchronous motor based on untracked Kalman observer is established in this paper, and the running state of permanent magnet synchronous motor is predicted by untracked Kalman algorithm to achieve closed-loop control. The simulation results show that the traceless Kalman observer has the advantages of accurate prediction, good dynamic and static performance, and strong anti-interference ability. It solves the defects of traditional permanent mechanical sensors to a large extent and has great application prospects in the future.

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Novel Sensorless PMSM Speed Control Using Advanced Fuzzy MRAS Algorithm

Cited by 11 publications

References 33 publications

Anti-Disturbance Speed Control of Permanent Magnet Synchronous Motor Based on Fractional Order Sliding Mode Load Observer

Anti-Disturbance Speed Control of Permanent Magnet Synchronous Motor Based on Fractional Order Sliding Mode Load Observer

Application Research on Adaptive Control Method of Variable Frequency Tensioning System for Large Belt Conveyor

Sensorless control of permanent magnet synchronous motor based on UKF

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