Student Psychology-Based Optimization Tuned PIDA Controller for Improved Frequency Regulation of a Two-Area Microgrid

IF 2.6 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Sindhura Gupta, Susovan Mukhopadhyay, Ambarnath Banerji, Prasun Sanki, Sujit K. Biswas
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Abstract

This paper presents a student psychology-based optimization (SPBO) tuned proportional–integral derivative accelerator (PIDA) controller to address the frequency regulation issue of an interconnected microgrid system. The performance of the proposed control scheme is investigated under different load perturbations, and it is observed that the PIDA controller is effective for higher-order system configurations. Further, Bode plot-based stability margin analysis is presented to determine the EV gain parameter for ensuring optimal system performance. Available, research works consider lossless tie-line power model for the interconnected microgrid scenarios by neglecting the effect of the line reactance. In this regard, to replicate a practical microgrid scenario, an improved tie-line model is presented considering the effect of line resistance along with the line reactance. Furthermore, the performance of the proposed system configuration is validated under a 12-node radial distribution network. It is noteworthy to mention that the proposed control scheme shows improved responses in terms of peak over/under shoots, oscillations and settling time, when compared with the available control schemes. Therefore, the suggested controller presents significant improvement in the frequency as well as tie-line power oscillations. All the test scenarios are simulated and examined under the MATLAB 2016a environment.

Abstract Image

Abstract Image

基于学生心理的优化调谐 PIDA 控制器用于改善双区微电网的频率调节
本文提出了一种基于学生心理的优化(SPBO)调谐比例积分导数加速器(PIDA)控制器,以解决互联微电网系统的频率调节问题。研究了所提控制方案在不同负载扰动下的性能,发现 PIDA 控制器对高阶系统配置有效。此外,还提出了基于 Bode 图的稳定性裕度分析,以确定电动汽车增益参数,确保系统性能最优。现有的研究工作通过忽略线路电抗的影响,考虑了互联微电网场景下的无损拉线功率模型。在这方面,为了复制实际的微电网场景,提出了一种改进的拉线模型,考虑了线路电阻和线路电抗的影响。此外,还在 12 节点径向配电网络下验证了拟议系统配置的性能。值得注意的是,与现有的控制方案相比,所提出的控制方案在峰值过高/过低、振荡和稳定时间等方面的响应都有所改善。因此,所建议的控制器能显著改善频率和连接线功率振荡。所有测试场景都在 MATLAB 2016a 环境下进行了模拟和检验。
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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来源期刊
Arabian Journal for Science and Engineering
Arabian Journal for Science and Engineering MULTIDISCIPLINARY SCIENCES-
CiteScore
5.70
自引率
3.40%
发文量
993
期刊介绍: King Fahd University of Petroleum & Minerals (KFUPM) partnered with Springer to publish the Arabian Journal for Science and Engineering (AJSE). AJSE, which has been published by KFUPM since 1975, is a recognized national, regional and international journal that provides a great opportunity for the dissemination of research advances from the Kingdom of Saudi Arabia, MENA and the world.
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