Jaya Algorithm Tuned FO-PID Controller with First Order Filter for Optimum Frequency Control

Sabita Tripathy, M. Debnath, S. Kar
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引用次数: 2

Abstract

Load frequency control in power system has a major influence in managing the frequency of interconnected system. In this article a novel fractional order based PID controller with first order derivative filter (FOPIDF) is projected to regulate frequency oscillations in hybrid generation type unified electrical system. The various generating sources implemented in the two area model are wind, thermal, diesel & hydro units. Proper selection of controller gains can regulate the frequency of the unified system at desired level. Jaya algorithm is applied to attain the suitable gains of the designed FOPIDF controllers. Jaya algorithm tune the controller in the presence of an abrupt disturbance of 2 % in control area 1 utilizing integral time absolute error (ITAE) as the objective/fitness function. In the initial analysis the dominance of FOPIDF controller is witnessed over the PID controller during 2% load deviation in control area 1. In the latter case the efficacy of the projected FOPIDF controller is verified by modifying the loading of the control area 1. The examination of the system responses are presented to establish the ascendency of the projected Jaya tuned FOPIDF controller over existing PID controller on the basis of settling time, undershoots and overshoots.
Jaya算法调谐带一阶滤波器的FO-PID控制器用于最优频率控制
电力系统的负荷频率控制对互联系统的频率管理有着重要的影响。本文提出了一种基于分数阶的一阶导数滤波器PID控制器,用于混合发电型统一电力系统的频率振荡调节。在两个区域模型中实现的各种发电源是风能、热能、柴油和水力发电机组。适当选择控制器增益可以将统一系统的频率调节到所需的水平。采用Jaya算法对所设计的FOPIDF控制器进行增益优化。Jaya算法利用积分时间绝对误差(ITAE)作为目标/适应度函数,在控制区域1存在2%的突然扰动时对控制器进行调谐。在初始分析中,FOPIDF控制器在控制区域1的2%负载偏差时优于PID控制器。在后一种情况下,通过修改控制区域1的加载来验证投影FOPIDF控制器的有效性。通过对系统响应的检验,在稳定时间、欠调和过调的基础上,建立了预测的Jaya调谐FOPIDF控制器优于现有PID控制器的优势。
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