伏特/无功优化与节能配电系统使用智能控制

Griet Devriese, F. Shariatzadeh, A. Srivastava
{"title":"伏特/无功优化与节能配电系统使用智能控制","authors":"Griet Devriese, F. Shariatzadeh, A. Srivastava","doi":"10.1109/NAPS.2013.6666950","DOIUrl":null,"url":null,"abstract":"The introduction of the smart grid concept and advanced metering infrastructure (AMI) technologies in the power systems area has attracted new attention to make distribution systems efficient and save more energy. Volt/VAr control is a commonly performed technique which enables utilities to run distribution systems on lower voltage resulting in higher energy savings. Although this technique has been implemented in distribution systems for a long time, new research is needed to adapt volt/VAr control with contemporary technologies' additional information and feedback. Voltage regulators and capacitor banks are used as two main control devices in the volt/VAr control scheme. With smart grid development, feedback from end-of-line (EOL) in distribution systems is provided. Furthermore, utilities installed more switch capacitors instead of fixed capacitor banks. In this paper, a volt/VAr control scheme is proposed to take aforementioned evolutions into account. The volt/VAr control problem is developed as an optimization problem in which the particle swarm optimization (PSO) technique is used to find an optimum solution for voltage regulator tap settings and switch capacitors status. The developed PSO algorithm is validated against an enumerative search strategy to ensure its correct execution. The proposed algorithms are implemented on the IEEE 13 bus distribution test system.","PeriodicalId":421943,"journal":{"name":"2013 North American Power Symposium (NAPS)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Volt/VAr optimization with energy savings for distribution system using intelligent control\",\"authors\":\"Griet Devriese, F. Shariatzadeh, A. Srivastava\",\"doi\":\"10.1109/NAPS.2013.6666950\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The introduction of the smart grid concept and advanced metering infrastructure (AMI) technologies in the power systems area has attracted new attention to make distribution systems efficient and save more energy. Volt/VAr control is a commonly performed technique which enables utilities to run distribution systems on lower voltage resulting in higher energy savings. Although this technique has been implemented in distribution systems for a long time, new research is needed to adapt volt/VAr control with contemporary technologies' additional information and feedback. Voltage regulators and capacitor banks are used as two main control devices in the volt/VAr control scheme. With smart grid development, feedback from end-of-line (EOL) in distribution systems is provided. Furthermore, utilities installed more switch capacitors instead of fixed capacitor banks. In this paper, a volt/VAr control scheme is proposed to take aforementioned evolutions into account. The volt/VAr control problem is developed as an optimization problem in which the particle swarm optimization (PSO) technique is used to find an optimum solution for voltage regulator tap settings and switch capacitors status. The developed PSO algorithm is validated against an enumerative search strategy to ensure its correct execution. The proposed algorithms are implemented on the IEEE 13 bus distribution test system.\",\"PeriodicalId\":421943,\"journal\":{\"name\":\"2013 North American Power Symposium (NAPS)\",\"volume\":\"67 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-11-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 North American Power Symposium (NAPS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NAPS.2013.6666950\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 North American Power Symposium (NAPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NAPS.2013.6666950","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9

摘要

智能电网概念和先进计量基础设施(AMI)技术在电力系统领域的引入引起了人们对提高配电系统效率和节能的新关注。伏特/无功控制是一种常用的技术,它使公用事业公司能够在较低的电压下运行配电系统,从而实现更高的节能。尽管该技术已经在配电系统中实施了很长时间,但需要新的研究来适应现代技术的附加信息和反馈的电压/无功控制。在电压/VAr控制方案中,稳压器和电容器组是两个主要的控制装置。随着智能电网的发展,从配电系统的线端(EOL)得到反馈。此外,公用事业公司安装了更多的开关电容器,而不是固定电容器组。在本文中,提出了一种电压/无功控制方案,以考虑上述的演变。将电压/无功控制问题发展为优化问题,利用粒子群优化(PSO)技术寻找稳压器分接设置和开关电容状态的最优解。针对枚举搜索策略对所开发的粒子群算法进行了验证,以确保其正确执行。所提出的算法在ieee13总线配电测试系统上实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Volt/VAr optimization with energy savings for distribution system using intelligent control
The introduction of the smart grid concept and advanced metering infrastructure (AMI) technologies in the power systems area has attracted new attention to make distribution systems efficient and save more energy. Volt/VAr control is a commonly performed technique which enables utilities to run distribution systems on lower voltage resulting in higher energy savings. Although this technique has been implemented in distribution systems for a long time, new research is needed to adapt volt/VAr control with contemporary technologies' additional information and feedback. Voltage regulators and capacitor banks are used as two main control devices in the volt/VAr control scheme. With smart grid development, feedback from end-of-line (EOL) in distribution systems is provided. Furthermore, utilities installed more switch capacitors instead of fixed capacitor banks. In this paper, a volt/VAr control scheme is proposed to take aforementioned evolutions into account. The volt/VAr control problem is developed as an optimization problem in which the particle swarm optimization (PSO) technique is used to find an optimum solution for voltage regulator tap settings and switch capacitors status. The developed PSO algorithm is validated against an enumerative search strategy to ensure its correct execution. The proposed algorithms are implemented on the IEEE 13 bus distribution test system.
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