Cuttlefish Optimization Algorithm based Optimal PI Controller for Performance Enhancement of an Autonomous Operation of a DG System

A. Hussien, S. Mekhamer, H. Hasanien
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引用次数: 8

Abstract

This paper presents a novel application of the Cuttlefish Algorithm (CFA) to improving the performance of an inverter-based DG system. The inverter has been controlled using vector cascaded control method which depends on the proportional-integral (PI) controller. The proposed CFA is used to control the PI controller parameters. The response surface methodology (RSM) is used to achieve the objective function of the optimization problem. The validity of the system is proved by the simulation results which are achieved using PSCAD/EMTDC. The system is studied under three different operating conditions which are 1) system conversion from grid-connected to islanded mode, and 2) three phase faults during islanded mode. The validity of the proposed controller is proved by comparing its results with the particle swarm optimization (PSO) method results.
基于墨鱼优化算法的最优PI控制器在DG系统自主运行中的性能增强
本文提出了一种新的应用墨鱼算法(CFA)来提高基于逆变器的DG系统的性能。采用基于比例积分(PI)控制器的矢量级联控制方法对逆变器进行控制。提出的CFA用于控制PI控制器参数。采用响应面法求解优化问题的目标函数。采用PSCAD/EMTDC进行仿真,验证了系统的有效性。研究了系统从并网到孤岛模式转换和孤岛模式三相故障三种不同的运行工况。通过与粒子群优化(PSO)方法的结果比较,证明了所提控制器的有效性。
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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