基于进化规划的永磁直流电动机位置控制智能控制器设计

G. Chang, Yan-fei Li, Quan Gang
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引用次数: 6

摘要

本文研究了永磁直流电动机位置控制的最优比例-积分-导数(PID)控制器设计。近年来,进化规划算法被认为是求解复杂函数全局最优解的一种有效方法。本文尝试将EP算法与PID控制设计相结合,解决永磁直流电动机的定位控制问题,使积分绝对误差(IAE)的性能指标最小化。最后,以syl - 5pm直流电机位置控制系统为例,验证了所提方法的优越性。从仿真结果不难看出,本文提出的方法比其他研究的方法具有更好的性能。
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Intelligent controller design for PM DC motor position control using evolutionary programming
This paper is concerned with the optimum proportional-integral-derivative (PID) controller design for a PM dc motor position control. Since the evolutionary programming (EP) algorithm has been considered as a useful technique for finding global optimization solutions for certain complicated functions in recent years. In this paper, we attempt to combine the EP algorithm with the PID control design to solve the positioning control problem of a PM dc motor, such that a performance index of integrated-absolute error (IAE) is minimized. Last, a SYL-5 PM dc motor position control system is used to verify the superiority of the proposed method. It can be easily seen from the simulation results that the proposed method will have better performance than those presented in other studies.
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