基于粒子群优化的直流电动机倾斜分数阶比例积分导数控制

T. Amieur, D. Taibi, S. Kahla, M. Bechouat, M. Sedraoui
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引用次数: 0

摘要

介绍。目前,直流电动机控制的最大目标是使反馈控制系统具有良好的鲁棒性和良好的定值参考速度跟踪动态。问题。所使用的模型应该尽可能通用,并一致地表示异构系统(可能包含电气、机械、热、磁等)。的目标。本文提出了一种鲁棒倾斜分数阶比例积分导数控制方法。目标是通过粒子群算法求解准则积分时间绝对误差来优化控制器参数。将该控制策略应用于直流电动机上,验证了该控制策略的有效性。方法。将该控制技术应用于直流电机的动态特性建模中,该系统的动态特性受外部干扰和测量噪声的影响。新鲜事物。将所提出的控制策略,即综合鲁棒倾斜分数阶比例积分导数速度控制器应用于直流电机。将其性能和鲁棒性与比例积分导数控制器和分数阶比例积分导数控制器进行了比较。结果。结果表明,所提出的鲁棒倾斜分数阶比例积分导数速度控制器在鲁棒性和设定点参考速度跟踪动态方面优于其他控制器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tilt-fractional order proportional integral derivative control for DC motor using particle swarm optimization
Introduction. Recently, the most desired goal in DC motor control is to achieve a good robustness and tracking dynamic of the set-point reference speed of the feedback control system. Problem. The used model should be as general as possible and consistently represent systems heterogeneous (which may contain electrical, mechanical, thermal, magnetic and so on). Goal. In this paper, the robust tilt-fractional order proportional integral derivative control is proposed. The objective is to optimize the controller parameters from solving the criterion integral time absolute error by particle swarm optimization. The control strategy is applied on DC motor to validate the efficiency of the proposed idea. Methods. The proposed control technique is applied on DC motor where its dynamic behavior is modeled by external disturbances and measurement noises. Novelty. The proposed control strategy, the synthesized robust tilt-fractional order proportional integral derivative speed controller is applied on the DC motor. Their performance and robustness are compared to those provided by a proportional integral derivative and fractional order proportional integral derivative controllers. Results. This comparison reveals superiority of the proposed robust tilt-fractional order proportional integral derivative speed controller over the remaining controllers in terms of robustness and tracking dynamic of the set-point reference speed with reduced control energy.
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