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圆柱零件加工用直线电机模糊自适应PID控制及建模

Fuzzy Self-Adaptive PID Control and Modeling of Linear Motor in Cylindrical Workpiece Processing
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摘要 旨在提高直线电机传统PID控制方法在运行中的动静态特性、稳定性,基于模糊自适应PID控制方法,提出了直线电机模糊自适应PID控制模型.采用Mamdani推理法和加权平均法,完成了模糊自适应PID控制规则的建立.应用Simulink软件建立了直线电机模糊自适应PID控制整体模型,并对该模型进行了仿真.仿真结果表明:模糊自适应PID控制的速度响应超调量较传统PID控制小,显著优于传统PID控制;在加入扰动后,模糊自适应PID控制模型的波动范围为0.9~1.1m·S-1;直线电机模糊自适应PID控制具有运行过程平稳,适应性强,良好的动、静态特性等优点. A fuzzy self-adaptive PID control model based on methods of fuzzy self-adaptive PID control is put forward to improve the dynamic and static characteristics and stability of linear motor in the process of traditional PID control. The rules of fuzzy self-adaptive PID control are established by use of Mamdani reasoning and weighted average method. A integral model of fuzzy self-adaptive PID control of linear motor is built by use of software Simulink and is simulated. The simulation results show: The speed response of fuzzy self-adaptive PID control is quicker and the overshoot is smaller, compared to traditional PID control, which implies fuzzy self-adaptive PID control is superal to traditional PID control. Fuzzy self-adaptive PID control model will range from 0.9 to 1.1 m . s-1 when disturbance is added to this model. Linear motor fuzzy self-adaptive PID control has advantages of stable operation process, strong adaptability and good dynamic and static characteristics.
出处 《西安工业大学学报》 CAS 2015年第12期968-972,共5页 Journal of Xi’an Technological University
基金 西安市科技计划项目(CXY1338(4))
关键词 圆柱零件 直线电机 模糊自适应PID控制 超调量 cylindrical workpiece linear motor fuzzy self-adaptive PID control overshoot
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