Tuning Fractional Order Proportional Integral Derivative Controller for DC Motor Control Model Using Cross-Entropy Method

I. Kurniawan, A. Cahyadi, I. Ardiyanto
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引用次数: 3

Abstract

PID controller has been widely used in various engineering fields. If PID controller involves fractional order calculus then it will form a new type of controller called FOPID. However, FOPID poses a new problem that is on tuning the controller parameters. Therefore this research will propose metaheuristic method as FOPID tuning technique namely CEM. This research was conducted using step response simulation with DC motor model system. Tuning process is done using CEM program based on 3 tuning criterias. The results show that FOPID-CEM controller has superior performance, both when compared with Ziegler-Nichols PID controller as well as other controllers which are tuned with the same CEM program.
用交叉熵法对直流电机控制模型的分数阶比例积分导数控制器进行整定
PID控制器已广泛应用于各个工程领域。如果PID控制器涉及分数阶微积分,那么它将形成一种称为FOPID的新型控制器。然而,FOPID提出了一个新的问题,即控制器参数的调整。因此,本研究将提出元启发式方法作为FOPID调谐技术,即CEM。本研究采用直流电机模型系统的阶跃响应仿真方法进行。采用基于3个调优准则的CEM程序进行调优。结果表明,FOPID-CEM控制器与齐格勒-尼科尔斯PID控制器以及其他采用相同CEM程序进行整定的控制器相比,具有优越的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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