Fractinal order speed control of DC motor using levy mutated Artificial Bee Colony Algorithm

A. Rajasekhar, Pratap Kunathi, A. Abraham, M. Pant
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引用次数: 20

Abstract

In this paper we propose a new technique for designing feedback control of a DC motor speed using fractional order proportional-integral-derivative (FOPID controller). DC motor is often used in robotics and other fields of control and therefore speed control is very important. FOPID controller's parameters are composed of the proportionality constant, integral constant, derivative constant, derivative order and integral order, and its design is more complex than that of conventional integer-order proportional-integral-derivative (PID) controllers. Here the controller synthesis is formulated as a single objective optimization problem and based on Integral Time Absolute Error (ITAE) criterion. A modified Artificial Bee Colony Algorithm is been used to tune the FOPID controller parameters.
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基于levy突变人工蜂群算法的直流电机分形阶速度控制
本文提出了一种利用分数阶比例-积分-导数(FOPID)控制器设计直流电机转速反馈控制的新方法。直流电机经常用于机器人等控制领域,因此速度控制非常重要。FOPID控制器的参数由比例常数、积分常数、导数常数、导数阶数和积分阶数组成,其设计比传统的整阶比例-积分-导数(PID)控制器更为复杂。在这里,控制器综合被表述为基于积分时间绝对误差(ITAE)准则的单目标优化问题。采用一种改进的人工蜂群算法对FOPID控制器参数进行整定。
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