控制理论(社会学)
前馈
模糊逻辑
稳健性(进化)
伺服机构
滤波器(信号处理)
补偿(心理学)
伺服电动机
模糊控制系统
计算机科学
工程类
控制工程
人工智能
基因
控制(管理)
化学
生物化学
计算机视觉
心理学
精神分析
作者
Can Wang,Jiande Peng,Jianfei Pan
出处
期刊:IEEE Transactions on Industrial Electronics
[Institute of Electrical and Electronics Engineers]
日期:2023-12-01
卷期号:70 (12): 12124-12133
标识
DOI:10.1109/tie.2022.3232667
摘要
Friction deteriorates speed and position control accuracy of high-precision machine tools and causes distortion phenomenon when the speed crosses zero. In this paper, a new compensation method based on static Stribeck model (SB) combined with fuzzy low-pass filter (SBFF) is studied for friction compensation of permanent magnet synchronous motor (PMSM) servo systems. First, models of the servo system, the Stribeck, and the LuGre are established. Then, it is theoretically derived that the hysteresis effect of the LuGre model (LG) can be equivalent to a low-pass filter term compared to the SB. Based on this, the relationship between the filter time constant and the motor reference speed can be derived. To further improve the friction compensation effect near zero speed and to weaken the delay generated by the filter during the non-zero-speed range, fuzzy logic is introduced to adjust the filter time constant according to the reference speed variation. Through simulations and experiments, compensation strategies based on the LG feedforward, SB feedforward, SBFF feedforward and SBFF feedback are compared, and the robustness of the proposed SBFF feedforward compensation method over entire speed range is verified as well.
科研通智能强力驱动
Strongly Powered by AbleSci AI