An Optimal Controller Based-on GA for Direct Torque Control

Feng Pan, Ru-cheng Han, Runsheng Zhang
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引用次数: 8

Abstract

In direct torque control (DTC) of induction motor, the performance of system is influenced by the given value of torque. The given torque is the output of speed regulator. And PID adjustor is used generally as the speed regulator, so the selection of PID parameters is crucial to DTC system. In this paper, a new optimal control strategy of DTC based-on genetic algorithm (GA) for induction motor is presented. In this method, GA is used to optimize the PID parameters of speed regulator, so the precision of given torque is improved, and the dynamic response of torque is more satisfying than traditional DTC. The results of simulation indicate the validity of this method.
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基于遗传算法的直接转矩最优控制器
在异步电动机直接转矩控制中,给定的转矩值会影响系统的性能。给定的转矩是调速器的输出。一般采用PID调节器作为转速调节器,因此PID参数的选择对直接转矩控制系统至关重要。提出了一种基于遗传算法的异步电动机直接转矩控制新策略。该方法利用遗传算法对调速系统的PID参数进行优化,提高了给定转矩的精度,并且转矩的动态响应比传统的直接转矩控制更令人满意。仿真结果表明了该方法的有效性。
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