Comparison of DE optimized PID controllers for AGC of interconnected power system

Akash Mewara, G. Parmar
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引用次数: 2

Abstract

The Differential Evolution (DE) algorithm has been employed for tuning the parameters of the PID controllers existing into the load frequency control (LFC) system of standard interconnected thermal power system by considering the minimization of three objective functions based on the ITAE, damping ratio of dominant eigen values and settling times of frequency and tie line power deviations. The disturbance of 0.1 p.u. step load change is considered in to the area-1 at time t=0 second by keeping no change in area-2 and the system performance has been evaluated in terms of damping ratio, ITAE value, the dynamic responses and time domain specifications. The system performance with PID controllers tuned using DE, are also compared with the performance of the same system optimized by the different techniques in literature such as: BFOA tuned PI controllers, GA tuned PI controllers and DE tuned PI controllers. In the present work, the results show that the better dynamic responses have been obtained by the proposed DE tuned PID controllers with less settling times, smaller overshoots, good damping behavior for the oscillations and less ITAE value as compared to some other techniques mentioned above.
互联电力系统AGC的DE优化PID控制器比较
基于ITAE、优势特征值阻尼比、频率和线路功率偏差沉降时间三个目标函数的最小化,采用差分进化(DE)算法将已有PID控制器的参数整定到标准互联火电系统负载频率控制(LFC)系统中。考虑0.1 p.u.阶跃负载变化在t=0秒时对区域-1的干扰,保持区域-2不变,并从阻尼比、ITAE值、动态响应和时域指标等方面评价了系统的性能。本文还比较了采用DE调谐PID控制器的系统性能与文献中采用BFOA调谐PI控制器、GA调谐PI控制器和DE调谐PI控制器等不同方法优化的系统性能。在目前的工作中,结果表明,与上述一些其他技术相比,所提出的DE调谐PID控制器具有较好的动态响应,沉降时间短,超调量小,振荡阻尼性能好,ITAE值小。
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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