Integrated network design for measurement and communication infrastructures in smart grids

H. Tokel, G. Alirezaei, R. Mathar
{"title":"Integrated network design for measurement and communication infrastructures in smart grids","authors":"H. Tokel, G. Alirezaei, R. Mathar","doi":"10.1109/ATNAC.2016.7878819","DOIUrl":null,"url":null,"abstract":"A large-scale roll-out of a communication and measurement infrastructure is an essential prerequisite for more efficient and robust power grids with a high number of renewable energy resources. In this work, we propose an integrated optimization model for the minimum cost design of a wide area measurement system in smart power grids. The planning approaches proposed so far in the literature mostly consider the optimal placement of measurement devices and the design of a communication network independently, and assume the existence of only one communication technology. In contrast, our proposed novel model enables an integrated planning with a minimum number of both data concentrator and measurement units for observability of the whole power system, and a hierarchical heterogeneous communication network design under data communication requirements of delay and capacity. The application of the proposed model on test networks validates the reduction of the deployment and operational costs as a result of the integrated modeling.","PeriodicalId":317649,"journal":{"name":"2016 26th International Telecommunication Networks and Applications Conference (ITNAC)","volume":"250 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 26th International Telecommunication Networks and Applications Conference (ITNAC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ATNAC.2016.7878819","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

A large-scale roll-out of a communication and measurement infrastructure is an essential prerequisite for more efficient and robust power grids with a high number of renewable energy resources. In this work, we propose an integrated optimization model for the minimum cost design of a wide area measurement system in smart power grids. The planning approaches proposed so far in the literature mostly consider the optimal placement of measurement devices and the design of a communication network independently, and assume the existence of only one communication technology. In contrast, our proposed novel model enables an integrated planning with a minimum number of both data concentrator and measurement units for observability of the whole power system, and a hierarchical heterogeneous communication network design under data communication requirements of delay and capacity. The application of the proposed model on test networks validates the reduction of the deployment and operational costs as a result of the integrated modeling.
智能电网中测量和通信基础设施的集成网络设计
大规模推出通信和测量基础设施是实现拥有大量可再生能源的更高效、更稳健电网的必要先决条件。在这项工作中,我们提出了一个集成优化模型,用于智能电网中广域测量系统的最小成本设计。目前文献中提出的规划方法多是独立考虑测量设备的最佳布置和通信网络的设计,并假设仅存在一种通信技术。相比之下,我们提出的新模型能够以最小数量的数据集中器和测量单元对整个电力系统的可观测性进行综合规划,以及在数据通信延迟和容量要求下的分层异构通信网络设计。该模型在测试网络上的应用验证了集成建模降低了部署和运行成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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