基于PID和MPC的电动汽车智能电网负荷频率控制

Rafiq Asghar, A. Ali, F. Rehman, R. Ullah, K. Ullah, Z. Ullah, M. Sarwar, B. Khan
{"title":"基于PID和MPC的电动汽车智能电网负荷频率控制","authors":"Rafiq Asghar, A. Ali, F. Rehman, R. Ullah, K. Ullah, Z. Ullah, M. Sarwar, B. Khan","doi":"10.1109/iCoMET48670.2020.9073859","DOIUrl":null,"url":null,"abstract":"For the Smart Grid (SG) reliability and security, a proficient LFC scheme is highly imperative. However, due to large oscillations, the LFC obligation is not fully viable. Thus, to overcome this inadequacy, an EVs system is employed in the SG that regulates both the frequency and tie-line power variations. The dispersed nature of the EV system facilitates the LFC in compensating the volume insufficiency. In this paper, a comprehensive analysis has been conducted that appraises the impact of load disturbance on the EVs based SG system. Four different control areas are taken for observation and changes in load are anticipated at various sampling times. Matlab-based simulations are carried out that compared the consequences of the load disturbance when the system adapted the PID, Ce-MPC and De-PMC controllers. Simulation outcomes also considered the influences of each control area on its neighbouring area that is coupled through a tie-line. From the results, it is concluded that the De-MPC has edged over other controllers in term of parameter control and improves the stability of the EVs based SG.","PeriodicalId":431051,"journal":{"name":"2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Load Frequency Control for EVs based Smart Grid System using PID and MPC\",\"authors\":\"Rafiq Asghar, A. Ali, F. Rehman, R. Ullah, K. Ullah, Z. Ullah, M. Sarwar, B. Khan\",\"doi\":\"10.1109/iCoMET48670.2020.9073859\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For the Smart Grid (SG) reliability and security, a proficient LFC scheme is highly imperative. However, due to large oscillations, the LFC obligation is not fully viable. Thus, to overcome this inadequacy, an EVs system is employed in the SG that regulates both the frequency and tie-line power variations. The dispersed nature of the EV system facilitates the LFC in compensating the volume insufficiency. In this paper, a comprehensive analysis has been conducted that appraises the impact of load disturbance on the EVs based SG system. Four different control areas are taken for observation and changes in load are anticipated at various sampling times. Matlab-based simulations are carried out that compared the consequences of the load disturbance when the system adapted the PID, Ce-MPC and De-PMC controllers. Simulation outcomes also considered the influences of each control area on its neighbouring area that is coupled through a tie-line. From the results, it is concluded that the De-MPC has edged over other controllers in term of parameter control and improves the stability of the EVs based SG.\",\"PeriodicalId\":431051,\"journal\":{\"name\":\"2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/iCoMET48670.2020.9073859\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/iCoMET48670.2020.9073859","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

为了保证智能电网的可靠性和安全性,一个熟练的LFC方案是非常必要的。然而,由于波动较大,LFC义务并不完全可行。因此,为了克服这一不足,在SG中采用了电动汽车系统来调节频率和联络线功率变化。EV系统的分散性有助于LFC补偿体积不足。本文综合分析了负载扰动对电动汽车SG系统的影响。采用四个不同的控制区域进行观察,并在不同的采样时间预测负载的变化。通过matlab仿真,比较了采用PID、Ce-MPC和De-PMC控制器对负载扰动的影响。模拟结果还考虑了每个控制区对通过联络线耦合的邻近区域的影响。结果表明,在参数控制方面,De-MPC优于其他控制器,提高了基于SG的电动汽车的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Load Frequency Control for EVs based Smart Grid System using PID and MPC
For the Smart Grid (SG) reliability and security, a proficient LFC scheme is highly imperative. However, due to large oscillations, the LFC obligation is not fully viable. Thus, to overcome this inadequacy, an EVs system is employed in the SG that regulates both the frequency and tie-line power variations. The dispersed nature of the EV system facilitates the LFC in compensating the volume insufficiency. In this paper, a comprehensive analysis has been conducted that appraises the impact of load disturbance on the EVs based SG system. Four different control areas are taken for observation and changes in load are anticipated at various sampling times. Matlab-based simulations are carried out that compared the consequences of the load disturbance when the system adapted the PID, Ce-MPC and De-PMC controllers. Simulation outcomes also considered the influences of each control area on its neighbouring area that is coupled through a tie-line. From the results, it is concluded that the De-MPC has edged over other controllers in term of parameter control and improves the stability of the EVs based SG.
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