Fuzzy self-tuning fractional order PD permanent magnet synchronous motor speed control based on torque compensation

被引:0
|
作者
Liu, Dejun [1 ]
Han, Junjie [2 ]
Chen, Guangda [2 ]
Cheng, Yanming [2 ]
Liang, Xinyue [2 ]
Song, Chao [3 ]
机构
[1] Beihua Univ, Engn Training Ctr, Jilin, Peoples R China
[2] Beihua Univ, Coll Elect & Informat Engn, Jilin, Peoples R China
[3] Changchun Automobile Econ & Technol Dev Zone Emplo, Jilin, Peoples R China
来源
SCIENTIFIC REPORTS | 2025年 / 15卷 / 01期
关键词
PMSM; Fractional order PD mu; Fuzzy logic reasoning; Frequency domain method for parameter tuning; Torque observer; DRIVE;
D O I
10.1038/s41598-024-84768-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The permanent magnet synchronous motor control system is characterized by its nonlinear and strongly coupled complexity, presenting significant challenges for control performance optimization. To address these challenges, a Fuzzy adaptive fractional order PD(mu )control strategy based on torque observation compensation is proposed. The parameters of the fractional order PD(mu )controller are optimized real time using fuzzy logic reasoning, in order to enhance the speed of parameters tuning, a graphical design method of the fractional order PD(mu )controller parameters based on frequency domain performance indicators is proposed to obtain the initial values of the fuzzy adaptive fractional order PD(mu )controller parameters graphically and intuitively. Furthermore, a load torque observer is designed to improve the anti interference capability of the system by proportionally converting the observed load torque into compensation current in equal proportion. Simulation and experimental results validate that the proposed strategy demonstrates superior dynamic and static performance, as well as robustness.
引用
收藏
页数:20
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