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

机译:交叉熵法调整直流电动机控制模型的分数阶比例积分微分控制器

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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.
机译:PID控制器已广泛应用于各个工程领域。如果PID控制器涉及分数阶演算,则它将形成一种称为FOPID的新型控制器。但是,FOPID带来了一个新的问题,即调整控制器参数。因此,本研究将提出元启发式方法作为FOPID调整技术,即CEM。这项研究是使用直流电动机模型系统的阶跃响应仿真进行的。使用CEM程序基于3个调整标准完成调整过程。结果表明,与Ziegler-Nichols PID控制器以及使用同一CEM程序进行调整的其他控制器相比,FOPID-CEM控制器均具有出色的性能。

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