花卉授粉算法在无刷直流电动机调速控制器中的应用

Md Mahmud, S. Motakabber, A. Alam, A. Nordin
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引用次数: 7

摘要

目前,无刷直流(BLDC)电机在电动汽车、自动化系统和工业应用中越来越受欢迎。基本上,无刷直流电机是一种特殊类型的电子控制电机系统。事实上,电子技术的成功进步使这些电机成为现实。没有电子控制器,开动这台电动机是不现实的。因此,不难想象,电机控制器在无刷直流电机的整体性能中起着重要作用。已经为这些电机开发了许多类型的控制器。然而,效率差、复杂、体积庞大、响应时间慢等问题仍然是解决这些问题的挑战性任务。针对控制器的设计,提出了多种算法。比例积分导数(PID)控制器是无刷直流电机最常用的控制系统。如果用新的算法对PID控制器进行修改,则可以从无刷直流电机获得更好的结果。在本研究中,提出了一种花卉授粉算法(FPA)作为控制器来控制无刷直流电机的速度。本研究的最佳结果是速度稳定,上升时间缩短。本研究采用MATLAB/ Simulink软件进行。研究结果为控制器设计的改进提供了新的方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Utilizing of Flower Pollination Algorithm for Brushless DC Motor Speed Controller
Currently, brushless direct current (BLDC) motors are becoming popular in electric vehicles, automation systems and industrial applications. Basically, the BLDC motors are a special type of electronically controlled electric motor systems. In fact, the successful advancement of electronic technology has made these motors a reality. Without an electronic controller, it is impracticable to run this motor. Thus, it is easily conceivable that the motor controller plays an important role in the overall performance of BLDC motors. Many types of controllers have already been developed for these motors. However, poor efficiency, complexity, bulky size, slow response time, etc. are still challenging tasks to solve these problems. Various algorithms are proposed for designing the controller. Proportional Integral Derivative (PID) controller is the most common control system for the BLDC motor. If the PID controller is modified with a new algorithm, better results can be obtained from the BLDC motor. In this study, a Flower Pollination Algorithm (FPA) has been proposed for the controller to control the speed of BLDC motor. The best outcome of this research is stable is speed and reduce rising time. This study was done by using MATLAB/ Simulink software. The results show a new direction in the improvement of the controller design.
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