{"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.