Robust PID controllers tuning based on the beetle antennae search algorithm

Spyridon D. Mourtas , Chrysostomos Kasimis , Vasilios N. Katsikis
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引用次数: 1

Abstract

The core components of both traditional and contemporary control systems are the proportional–integral–derivative (PID) control systems, which have established themselves as standards for technical and industrial applications. Therefore, the tuning of the PID controllers is of high importance. Utilizing optimization algorithms to reduce the mean square error of the controller’s output is one approach of tuning PID controllers. In this paper, an appropriately modified metaheuristic optimization algorithm dubbed beetle antennae search (BAS) is employed for robust tuning of PID controllers. The findings of three simulated experiments on stabilizing feedback control systems show that BAS produces comparable or higher performance than three other well-known optimization algorithms while only consuming a tenth of their time.

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基于甲虫天线搜索算法的鲁棒PID控制器整定
传统和现代控制系统的核心部件是比例-积分-微分(PID)控制系统,它们已成为技术和工业应用的标准。因此,PID控制器的调整是非常重要的。利用优化算法来降低控制器输出的均方误差是PID控制器的一种调谐方法。本文采用一种适当改进的元启发式优化算法,称为甲虫天线搜索(BAS),用于PID控制器的鲁棒整定。三个关于稳定反馈控制系统的模拟实验结果表明,BAS产生的性能与其他三种众所周知的优化算法相当或更高,而只消耗了它们的十分之一的时间。
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