Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor

During motor operation, the motor parameters change, which causes parameter drift. They are also affected by internal and external unknown disturbances, which lead to reduced motor control performance, poor anti-interference performance, and low robustness. A method termed ultra-local model-free pre...

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Main Authors: Lingliang Xu, Guiming Chen, Qiaoyang Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9137645/
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spelling doaj-a2237117b699464da4b750ed43217bb02021-03-30T02:06:37ZengIEEEIEEE Access2169-35362020-01-01812769012769910.1109/ACCESS.2020.30081589137645Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous MotorLingliang Xu0https://orcid.org/0000-0003-0766-2958Guiming Chen1Qiaoyang Li2College of Combat Support, Rocket Force University of Engineering, Xi’an, ChinaCollege of Combat Support, Rocket Force University of Engineering, Xi’an, ChinaCollege of Combat Support, Rocket Force University of Engineering, Xi’an, ChinaDuring motor operation, the motor parameters change, which causes parameter drift. They are also affected by internal and external unknown disturbances, which lead to reduced motor control performance, poor anti-interference performance, and low robustness. A method termed ultra-local model-free predictive current control (MFPCC) has previously been proposed to solve this problem; it uses only the input and output of the system and does not involve any motor parameters, because of which it is free of problems caused by model mismatch. However, the conventional MFPCC method requires adjustment of several control parameters and the estimated value of the total disturbance of the system has a certain deviation and a large pulsation, which result in obvious chattering of the motor output, low stability, reduced anti-interference performance, and low robustness. Therefore, this paper proposes an MFPCC method based on nonlinear disturbance compensation (NDC). This method does not involve any motor parameters, and it can more accurately and stably estimate the total system disturbance, and feedforward compensation, real-time update control information, only need to adjust two control parameters, the workload is small. Simulation results show that the proposed control method has high anti-interference performance, high robustness, small output ripple, and improved dynamic characteristics and that it can estimate the system disturbance accurately and stably.https://ieeexplore.ieee.org/document/9137645/Permanent magnet synchronous motor (PMSM)ultra-localmodel-free predictive current control (MFPCC)current limitingnonlinear disturbance compensation (NDC)
collection DOAJ
language English
format Article
sources DOAJ
author Lingliang Xu
Guiming Chen
Qiaoyang Li
spellingShingle Lingliang Xu
Guiming Chen
Qiaoyang Li
Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor
IEEE Access
Permanent magnet synchronous motor (PMSM)
ultra-local
model-free predictive current control (MFPCC)
current limiting
nonlinear disturbance compensation (NDC)
author_facet Lingliang Xu
Guiming Chen
Qiaoyang Li
author_sort Lingliang Xu
title Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor
title_short Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor
title_full Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor
title_fullStr Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor
title_full_unstemmed Ultra-Local Model-Free Predictive Current Control Based on Nonlinear Disturbance Compensation for Permanent Magnet Synchronous Motor
title_sort ultra-local model-free predictive current control based on nonlinear disturbance compensation for permanent magnet synchronous motor
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description During motor operation, the motor parameters change, which causes parameter drift. They are also affected by internal and external unknown disturbances, which lead to reduced motor control performance, poor anti-interference performance, and low robustness. A method termed ultra-local model-free predictive current control (MFPCC) has previously been proposed to solve this problem; it uses only the input and output of the system and does not involve any motor parameters, because of which it is free of problems caused by model mismatch. However, the conventional MFPCC method requires adjustment of several control parameters and the estimated value of the total disturbance of the system has a certain deviation and a large pulsation, which result in obvious chattering of the motor output, low stability, reduced anti-interference performance, and low robustness. Therefore, this paper proposes an MFPCC method based on nonlinear disturbance compensation (NDC). This method does not involve any motor parameters, and it can more accurately and stably estimate the total system disturbance, and feedforward compensation, real-time update control information, only need to adjust two control parameters, the workload is small. Simulation results show that the proposed control method has high anti-interference performance, high robustness, small output ripple, and improved dynamic characteristics and that it can estimate the system disturbance accurately and stably.
topic Permanent magnet synchronous motor (PMSM)
ultra-local
model-free predictive current control (MFPCC)
current limiting
nonlinear disturbance compensation (NDC)
url https://ieeexplore.ieee.org/document/9137645/
work_keys_str_mv AT lingliangxu ultralocalmodelfreepredictivecurrentcontrolbasedonnonlineardisturbancecompensationforpermanentmagnetsynchronousmotor
AT guimingchen ultralocalmodelfreepredictivecurrentcontrolbasedonnonlineardisturbancecompensationforpermanentmagnetsynchronousmotor
AT qiaoyangli ultralocalmodelfreepredictivecurrentcontrolbasedonnonlineardisturbancecompensationforpermanentmagnetsynchronousmotor
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