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模糊自适应控制的异步电动机系统研究
Research of Mine Asynchronous Motor System Based on Fuzzy Self-adaptive Control
【摘要】 针对异步电动机调速系统的非线性和结构参数易变等特点,采用矢量变换,将模糊控制和PID控制结合起来,建立了模糊自适应PI调速系统的双闭环模糊控制仿真模型,对异步电动机模型参数进行分析整定。MATLAB仿真结果表明该控制器与常规PID相比较,具有良好的稳态精度和自适应能力,没有超调和振荡,明显改善了系统的动态性能,并且具有较强的鲁棒性,为煤矿安全生产发挥了重要的作用。
【Abstract】 According to disadvantages that traditional PID control is difficult to adjust PID parameter for nonlinear and time-variant mine asynchronous motor speed control system,this paper designs fuzzy self-adaptive PI speed control system with double closed-loop fuzzy controller by combining fuzzy control and PID control.The MATLAB simulation results show that this controller has better stability and self-adaptive property and well improved dynamic performance of system compared with conational controller.
【关键词】 模糊自适应控制;
PID;
异步电动机;
矢量变换;
MATLAB仿真;
【Key words】 fuzzy self-adaptive control; PID; asynchronous motor; vector transformation; MATLAB simulation;
【Key words】 fuzzy self-adaptive control; PID; asynchronous motor; vector transformation; MATLAB simulation;
【基金】 泰安市科技发展计划项目(20102030)
- 【文献出处】 煤矿机械 ,Coal Mine Machinery , 编辑部邮箱 ,2013年01期
- 【分类号】TP273.2;TM343
- 【被引频次】4
- 【下载频次】76