PID Controller Design for DFIG-based Wind Turbine via Reptile Search Algorithm

Davut Izci, Serdar Ekinci, Cafer Budak, Veysel Gider
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引用次数: 2

Abstract

This paper presents a new design procedure for a doubly fed induction generator (DFIG) based wind energy conversion (WEC) system in a wind turbine (WT) using a proportional-integral-derivative (PID) controller and a recent metaheuristic approach known as reptile search algorithm (RSA). As the control scheme has a significant role on the efficiency and reliability of DFIG-based WEC system, we aim to propose the RSA tuned PID controller as the most efficient approach to operate this system. To demonstrate the efficiency and reliability of the proposed design method, previously reported design schemes such as gravitational search algorithm, bacterial foraging optimization and particle swarm optimization based PID controller approaches were used for comparisons. The obtained results showed that the proposed reptile search algorithm tuned PID controller with 6th order transfer function model of doubly fed induction generator enhances the transient performance considerably compared to other reported design approaches for wind energy conversion system.
基于爬虫搜索算法的dfig风力机PID控制器设计
本文提出了一种基于比例-积分-导数(PID)控制器的风力发电机组(WT)中基于双馈感应发电机(DFIG)的风能转换(WEC)系统的新设计方法,该方法采用了一种被称为爬行动物搜索算法(RSA)的最新元启发式方法。由于控制方案对基于dfig的WEC系统的效率和可靠性起着重要的作用,我们的目标是提出RSA调谐PID控制器作为最有效的方法来运行该系统。为了验证所提出的设计方法的有效性和可靠性,采用了先前报道的设计方案,如引力搜索算法、细菌觅食优化和基于粒子群优化的PID控制器方法进行了比较。研究结果表明,基于双馈感应发电机六阶传递函数模型的爬行动物搜索算法对PID控制器进行了调谐,与已有的风能转换系统设计方法相比,该方法显著提高了系统的暂态性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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