Speed Control of PMSM Based on Fuzzy Active Disturbance Rejection Control under Small Disturbances

被引:5
作者
Zhang, Qi [1 ]
Zhang, Caiyue [1 ]
机构
[1] Guilin Univ Elect Sci & Technol, Guilin 541000, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2023年 / 13卷 / 19期
关键词
active disturbance rejection control; fuzzy control; permanent magnet synchronous motor; speed control; PI CONTROL; SYSTEM; DESIGN;
D O I
10.3390/app131910775
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Permanent Magnet Synchronous Motors (PMSMs), with their simple design, small size, and high-power factor, are ideally suited for realizing high-power AC drives and are widely used in various industries. In this study, Fuzzy Active Disturbance Rejection Control (Fuzzy-ADRC) is used to control the speed of the PMSM. When a slight external disturbance occurs, this control strategy maintains the suppression characteristics of the self-excited control for the disturbance and enhances its ability to compensate for the disturbance. First, a mathematical model was developed to study the surface mount PMSM. Then, a motor control simulation model was created using PI control, vector control, and other control methods. The verification results indicate that the improved Fuzzy-ADRC system performs well under both internal and external minor disturbances. It exhibits a faster dynamic response and reduced regulation time (0.026 s to 0.017 s) compared to the traditional ADRC system. Furthermore, it shows less overshoot (reduced from 70% to 2.9%) compared to the Sliding Mode Observer (SMO). Taken together, the improved Fuzzy-ADRC system is characterized by small steady-state error, high load capacity, and control accuracy. With the assistance of this control strategy, the system can track speed with high accuracy and possesses stronger anti-interference capability to mitigate load disturbances.
引用
收藏
页数:18
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