首页> 外文期刊>Journal of King Saud University: Physics and Mathematics >Approaching hybridized GWO-SCA based type-II fuzzy controller in AGC of diverse energy source multi area power system
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Approaching hybridized GWO-SCA based type-II fuzzy controller in AGC of diverse energy source multi area power system

机译:在各种能源多区电力系统AGC中接近杂交的GWO-SCA Typ-II模糊控制器

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The present article addresses robust control of both frequency and tie line power of a two area six unit diverse energy source based non linear power network. In large interconnected network, deviation in frequency and tie line power occurs due to uncertainty in load variation. In order to keep both frequency and tie line power flow to their nominal values, Automatic Generation Control (AGC) is required. AGC aims proper balance between power generation and electrical demand. In AGC concern the present article proposes a robust type-II fuzzy PID controller to diminish all local error signals (change in frequency ‘Δf’ and change in tie line power flow ‘ΔPtie’) of each control area. Controller tries to keep network frequency and interline power flow within nominal values. To justify supremacy of proposed type-II fuzzy controller a comparative study with fuzzy type-I and conventional PID controllers has been carried out for this analysis. To obtain precious gain parameters of above implemented controllers, a novel hybridized Gray Wolf Optimization and Sine Cosine algorithm (hyGWO-SCA) has been proposed for the study. In fact of this to show supremacy of proposed hyGWO-SCA technique, its performances are compared with host GWO and SCA technique. To verify the robust nature of type-II fuzzy PID controller the work goes through different sensitive analysis. Overall critical assessment of this study concludes, proposed hyGWO-SCA tuned type-II fuzzy controller exhibits superior performance in regard of AGC analysis. Finally the work is extended to four area eight unit interconnected system.
机译:本文解决了两个区域六个单位各种能源基于线性电网的频率和扎线功率的鲁棒控制。在大互联网络中,由于负载变化的不确定性,发生频率和系绳电力的偏差。为了将频率和绑定线功率保持为其标称值,需要自动生成控制(AGC)。 AGC旨在对发电和电气需求之间的适当平衡。在AGC界别中,本文提出了一种强大的II型模糊PID控制器,以减少所有局部误差信号(频率'ΔF'的变化,并改变每个控制区域的连接线功率流'Δptie'Δptie'。控制器尝试在标称值内保持网络频率和中线功率流。为了证明所提出的II型模糊控制器的至高无上,已经对这种分析进行了模糊类型和传统的PID控制器的比较研究。为了获得上述实施控制器的珍贵增益参数,已经提出了一种新的杂交灰狼优化和正弦余弦算法(HYGWO-SCA)进行研究。实际上这是为了表现出提出的Hygwo-SCA技术的至高无上,将其性能与主体GWO和SCA技术进行比较。为了验证II型模糊PID控制器的强大性质,工作经过不同的敏感性分析。本研究的整体批判性评估结束,提出的Hygwo-SCA调谐类型-II模糊控制器在AGC分析方面表现出卓越的性能。最后,工作扩展到四个区域八个单位互连系统。

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