基于GWO整定PID控制器的微网并网火电系统频率稳定性分析

K. Jagatheesan, Sourav Samanta, D. Boopathi, B. Anand
{"title":"基于GWO整定PID控制器的微网并网火电系统频率稳定性分析","authors":"K. Jagatheesan, Sourav Samanta, D. Boopathi, B. Anand","doi":"10.1109/ICPS52420.2021.9670154","DOIUrl":null,"url":null,"abstract":"In this proposed research delivers about the frequency stabilization of hybrid power system (thermal unit with Distribution Generation System (DGS)) is analyzed by considering Proportional Integral Derivative (PID) regulator as an auxiliary controller. Gain values of the introduced regulator is tuned by Grey Wolf Optimization (GWO) technique with the Integral - Time - Absolute - Error (ITAE) objective function. The behavior of the projected optimization technique tuned controller is examined in this research work by comparing the response with Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO) tuned controller behavior to show its efficacy. In the proposed work, all the analysis is carried out by applying one percent step - load - perturbation (1% SLP). And, also time domain specification parameters are measured to demonstrate the effectiveness of GWO dependent on the PID controller. Simulation results proves that GWO designed PID controller provides more supremacy (lesser Peak overshoot and undershoot with minimal relaxing time) result during emergency loading condition over GA, PSO and ACO technique designed secondary PID controller.","PeriodicalId":153735,"journal":{"name":"2021 9th IEEE International Conference on Power Systems (ICPS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Frequency Stability Analysis of Microgrid interconnected Thermal Power Generating System with GWO tuned PID controller\",\"authors\":\"K. Jagatheesan, Sourav Samanta, D. Boopathi, B. Anand\",\"doi\":\"10.1109/ICPS52420.2021.9670154\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this proposed research delivers about the frequency stabilization of hybrid power system (thermal unit with Distribution Generation System (DGS)) is analyzed by considering Proportional Integral Derivative (PID) regulator as an auxiliary controller. Gain values of the introduced regulator is tuned by Grey Wolf Optimization (GWO) technique with the Integral - Time - Absolute - Error (ITAE) objective function. The behavior of the projected optimization technique tuned controller is examined in this research work by comparing the response with Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO) tuned controller behavior to show its efficacy. In the proposed work, all the analysis is carried out by applying one percent step - load - perturbation (1% SLP). And, also time domain specification parameters are measured to demonstrate the effectiveness of GWO dependent on the PID controller. Simulation results proves that GWO designed PID controller provides more supremacy (lesser Peak overshoot and undershoot with minimal relaxing time) result during emergency loading condition over GA, PSO and ACO technique designed secondary PID controller.\",\"PeriodicalId\":153735,\"journal\":{\"name\":\"2021 9th IEEE International Conference on Power Systems (ICPS)\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 9th IEEE International Conference on Power Systems (ICPS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPS52420.2021.9670154\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 9th IEEE International Conference on Power Systems (ICPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPS52420.2021.9670154","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

本文采用比例积分导数(PID)调节器作为辅助控制器,对热电机组与配电系统(DGS)的混合电力系统的频率稳定问题进行了分析。采用灰狼优化(GWO)技术,利用积分-时间-绝对误差(ITAE)目标函数对所引入调节器的增益值进行调谐。通过与遗传算法(GA)、粒子群算法(PSO)和蚁群算法(ACO)调谐控制器的响应进行比较,研究了投影优化技术调谐控制器的行为,以证明其有效性。在提出的工作中,所有的分析都是通过1%阶跃负载摄动(1% SLP)进行的。此外,还测量了时域规格参数,以证明GWO依赖于PID控制器的有效性。仿真结果表明,与遗传算法、粒子群算法和蚁群算法设计的二次PID控制器相比,GWO设计的PID控制器在紧急负载条件下具有更强的优势(峰值超调和欠调较小,松弛时间最小)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Frequency Stability Analysis of Microgrid interconnected Thermal Power Generating System with GWO tuned PID controller
In this proposed research delivers about the frequency stabilization of hybrid power system (thermal unit with Distribution Generation System (DGS)) is analyzed by considering Proportional Integral Derivative (PID) regulator as an auxiliary controller. Gain values of the introduced regulator is tuned by Grey Wolf Optimization (GWO) technique with the Integral - Time - Absolute - Error (ITAE) objective function. The behavior of the projected optimization technique tuned controller is examined in this research work by comparing the response with Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO) tuned controller behavior to show its efficacy. In the proposed work, all the analysis is carried out by applying one percent step - load - perturbation (1% SLP). And, also time domain specification parameters are measured to demonstrate the effectiveness of GWO dependent on the PID controller. Simulation results proves that GWO designed PID controller provides more supremacy (lesser Peak overshoot and undershoot with minimal relaxing time) result during emergency loading condition over GA, PSO and ACO technique designed secondary PID controller.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信