Application hybrid GSAPSO Technique for AGC in Inter Connected Power System with Generation Rate Constant

P. Dash, A. Baliarsingh, Sangram Keshori Mohaptra
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Abstract

An attempt has been taken in this work to effectively implement the combination of GSA and PSO (hGSA-PSO) technique towards AGC in two-area inter-connected power systems with generation rate constraint (GRC) is considered. For the design and analysis, a initial attempt has been taken to optimize parameters of proportional-integral-derivative (PID) controller in two area non-reheat thermal power system employing GSA and hGSA-PSO algorithm with ITAE objective function. A sensitivity studies carried out for the robustness of the system by changing the operating condition and variation of the parameter and generation rate constant (GRC= ±0.05 and ±0.025) is considered. The performances of the proposed controller has been evaluated with those of some previously published optimization techniques such as GA and BOFA based optimized controller parameters for the same power system. This study of the present work is extended to two area multi sources power system to test the robustness analysis of the system by comparing the hGSA-PSO optimized to PI controller with same structure of system by selecting with and without GRC for showing the dynamic performance analysis of the system in term of settling time and overshoot.
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混合GSAPSO技术在发电速率恒定的互联电力系统AGC中的应用
本文尝试在具有发电速率约束(GRC)的两区互联电力系统中有效地实现GSA与PSO (hGSA-PSO)技术的结合。针对两区非再热火电系统的PID控制器设计与分析,采用GSA算法和带ITAE目标函数的hGSA-PSO算法对PID控制器参数进行了初步优化。考虑通过改变运行条件、参数和生成速率常数(GRC=±0.05和±0.025)的变化对系统的鲁棒性进行敏感性研究。利用一些先前发表的优化技术(如基于遗传算法和基于BOFA的优化控制器参数)对同一电力系统的控制器性能进行了评估。本文的研究扩展到两个区域的多源电力系统,通过选择带GRC和不带GRC,比较相同结构的PI控制器优化后的hGSA-PSO,以显示系统在稳定时间和超调方面的动态性能分析,来测试系统的鲁棒性分析。
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