Feasibility of Generic Load Modeling for State Estimation in Distribution System

Xiang Li, O. Krause
{"title":"Feasibility of Generic Load Modeling for State Estimation in Distribution System","authors":"Xiang Li, O. Krause","doi":"10.1109/AUPEC.2018.8758006","DOIUrl":null,"url":null,"abstract":"In the distribution system, the load is always changing. As the penetration of low-carbon technology is getting higher, the load landscape becomes more complex. In this case, the importance of distribution system monitoring is growing in order to increase the stability and reliability of the whole power system. It is expensive for meter installation and maintenance at all distribution nodes as the distribution system generally has large scale. It is expected to find an approach to supplement or even substitute the measurements. A generic load model has been proposed to solve the problem. This model can be considered as input of adaptive state estimation. The feasibility has been discussed in the paper. A preliminary mathematical model has been developed from the real world data. This model proves the level of load uncertainty can be aggregated of 2 different components.","PeriodicalId":314530,"journal":{"name":"2018 Australasian Universities Power Engineering Conference (AUPEC)","volume":"67 16","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Australasian Universities Power Engineering Conference (AUPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AUPEC.2018.8758006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In the distribution system, the load is always changing. As the penetration of low-carbon technology is getting higher, the load landscape becomes more complex. In this case, the importance of distribution system monitoring is growing in order to increase the stability and reliability of the whole power system. It is expensive for meter installation and maintenance at all distribution nodes as the distribution system generally has large scale. It is expected to find an approach to supplement or even substitute the measurements. A generic load model has been proposed to solve the problem. This model can be considered as input of adaptive state estimation. The feasibility has been discussed in the paper. A preliminary mathematical model has been developed from the real world data. This model proves the level of load uncertainty can be aggregated of 2 different components.
配电系统状态估计通用负荷建模的可行性
在配电系统中,负荷是不断变化的。随着低碳技术的普及率越来越高,负荷格局变得更加复杂。在这种情况下,为了提高整个电力系统的稳定性和可靠性,对配电系统进行监控显得尤为重要。由于配电系统一般规模较大,各配电节点的仪表安装和维护费用较高。人们期望找到一种方法来补充甚至替代测量。为了解决这一问题,提出了一种通用的负载模型。该模型可作为自适应状态估计的输入。本文对其可行性进行了探讨。根据真实世界的数据,建立了一个初步的数学模型。该模型证明了负荷不确定性水平可以由2个不同的分量组成。
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:604180095
Book学术官方微信