径向网络中DER大小和空间布局的算法方法

Beyzanur Aydin, Gokturk Poyrazoglu
{"title":"径向网络中DER大小和空间布局的算法方法","authors":"Beyzanur Aydin, Gokturk Poyrazoglu","doi":"10.1109/GPECOM58364.2023.10175748","DOIUrl":null,"url":null,"abstract":"Deployment of distributed energy resources (DERs) into the unidirectional distribution grid while respecting operational limits such as reliable voltage range, low system losses, etc. poses challenges that require a viable solution. In this study, a power injection-based algorithm is developed to simulate the power flows for each location and size of DER in the radial network. This paper presents two methodologies developed in MATLAB using Matpower to determine the optimal location and size of DER. The first methodology is based on a nested decision-making algorithm, the hierarchical method (HM). The second is the weighting method (WM), which has the multi-objective of keeping voltage magnitudes as close to one per unit as possible to provide reliable operation and minimize total system losses. A case study is conducted on the IEEE 33-bus system to demonstrate the effectiveness of each methodology in achieving optimal DER location and sizing. The results indicate that both methodologies have strengths and weaknesses depending on the specific power system scenarios.","PeriodicalId":288300,"journal":{"name":"2023 5th Global Power, Energy and Communication Conference (GPECOM)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Algorithmic Approaches for DER Sizing and Spatial Placement in Radial Networks\",\"authors\":\"Beyzanur Aydin, Gokturk Poyrazoglu\",\"doi\":\"10.1109/GPECOM58364.2023.10175748\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Deployment of distributed energy resources (DERs) into the unidirectional distribution grid while respecting operational limits such as reliable voltage range, low system losses, etc. poses challenges that require a viable solution. In this study, a power injection-based algorithm is developed to simulate the power flows for each location and size of DER in the radial network. This paper presents two methodologies developed in MATLAB using Matpower to determine the optimal location and size of DER. The first methodology is based on a nested decision-making algorithm, the hierarchical method (HM). The second is the weighting method (WM), which has the multi-objective of keeping voltage magnitudes as close to one per unit as possible to provide reliable operation and minimize total system losses. A case study is conducted on the IEEE 33-bus system to demonstrate the effectiveness of each methodology in achieving optimal DER location and sizing. The results indicate that both methodologies have strengths and weaknesses depending on the specific power system scenarios.\",\"PeriodicalId\":288300,\"journal\":{\"name\":\"2023 5th Global Power, Energy and Communication Conference (GPECOM)\",\"volume\":\"56 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 5th Global Power, Energy and Communication Conference (GPECOM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/GPECOM58364.2023.10175748\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 5th Global Power, Energy and Communication Conference (GPECOM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GPECOM58364.2023.10175748","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

将分布式能源(DERs)部署到单向配电网中,同时尊重运行限制,如可靠的电压范围,低系统损耗等,这是需要可行解决方案的挑战。在本研究中,开发了一种基于功率注入的算法来模拟径向网络中每个位置和大小的DER的功率流。本文介绍了在MATLAB中使用Matpower开发的两种方法来确定DER的最佳位置和大小。第一种方法是基于嵌套决策算法,即层次分析法(HM)。第二种是加权法(WM),该方法具有多目标,即使每台机组的电压值尽可能接近1,以提供可靠的运行并使系统总损耗最小。在IEEE 33总线系统上进行了一个案例研究,以证明每种方法在实现最佳DER位置和尺寸方面的有效性。结果表明,根据具体的电力系统情况,这两种方法各有优缺点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Algorithmic Approaches for DER Sizing and Spatial Placement in Radial Networks
Deployment of distributed energy resources (DERs) into the unidirectional distribution grid while respecting operational limits such as reliable voltage range, low system losses, etc. poses challenges that require a viable solution. In this study, a power injection-based algorithm is developed to simulate the power flows for each location and size of DER in the radial network. This paper presents two methodologies developed in MATLAB using Matpower to determine the optimal location and size of DER. The first methodology is based on a nested decision-making algorithm, the hierarchical method (HM). The second is the weighting method (WM), which has the multi-objective of keeping voltage magnitudes as close to one per unit as possible to provide reliable operation and minimize total system losses. A case study is conducted on the IEEE 33-bus system to demonstrate the effectiveness of each methodology in achieving optimal DER location and sizing. The results indicate that both methodologies have strengths and weaknesses depending on the specific power system scenarios.
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