一种利用实测数据快速识别配电系统动态模型的新方法

H. A. Hejazi, M. Abedi, H. Mohabati, M. Hajizadeh
{"title":"一种利用实测数据快速识别配电系统动态模型的新方法","authors":"H. A. Hejazi, M. Abedi, H. Mohabati, M. Hajizadeh","doi":"10.1109/ICCEP.2011.6036290","DOIUrl":null,"url":null,"abstract":"Study of distribution system's dynamic response from the perspective of M.V and H. V networks, especially in presence of DGs is one of the important issues in integrating distributed generation. This paper presents the modeling of distribution system dynamics during voltage drops, from the data provided by phasor measurement units, through a seventh order induction motor and a ZIP load model and initializes the dynamic parameters of this model using a linear state space model. Using subspace methods for estimation of linear state space model, the initial guess for nonlinear state space model parameters is obtained and then the model parameters are tuned for the closest possible resemblance to the actual measured response. This method is verified on IEEE 37 bus distribution test system and the results shows the effectiveness of this approach.","PeriodicalId":403158,"journal":{"name":"2011 International Conference on Clean Electrical Power (ICCEP)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A new approach for fast identification of distribution system dynamic model from measured data\",\"authors\":\"H. A. Hejazi, M. Abedi, H. Mohabati, M. Hajizadeh\",\"doi\":\"10.1109/ICCEP.2011.6036290\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Study of distribution system's dynamic response from the perspective of M.V and H. V networks, especially in presence of DGs is one of the important issues in integrating distributed generation. This paper presents the modeling of distribution system dynamics during voltage drops, from the data provided by phasor measurement units, through a seventh order induction motor and a ZIP load model and initializes the dynamic parameters of this model using a linear state space model. Using subspace methods for estimation of linear state space model, the initial guess for nonlinear state space model parameters is obtained and then the model parameters are tuned for the closest possible resemblance to the actual measured response. This method is verified on IEEE 37 bus distribution test system and the results shows the effectiveness of this approach.\",\"PeriodicalId\":403158,\"journal\":{\"name\":\"2011 International Conference on Clean Electrical Power (ICCEP)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 International Conference on Clean Electrical Power (ICCEP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCEP.2011.6036290\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 International Conference on Clean Electrical Power (ICCEP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCEP.2011.6036290","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

从主、高压电网的角度研究配电系统的动态响应,特别是在dg存在的情况下,是集成分布式发电的重要问题之一。本文根据相量测量单元提供的数据,通过七阶感应电动机和ZIP负载模型,建立了电压下降过程中配电系统的动力学模型,并利用线性状态空间模型初始化了该模型的动态参数。利用子空间方法对线性状态空间模型进行估计,得到非线性状态空间模型参数的初始猜测,然后对模型参数进行调整,使其与实际测量响应最接近。在ieee37总线配电测试系统上对该方法进行了验证,结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new approach for fast identification of distribution system dynamic model from measured data
Study of distribution system's dynamic response from the perspective of M.V and H. V networks, especially in presence of DGs is one of the important issues in integrating distributed generation. This paper presents the modeling of distribution system dynamics during voltage drops, from the data provided by phasor measurement units, through a seventh order induction motor and a ZIP load model and initializes the dynamic parameters of this model using a linear state space model. Using subspace methods for estimation of linear state space model, the initial guess for nonlinear state space model parameters is obtained and then the model parameters are tuned for the closest possible resemblance to the actual measured response. This method is verified on IEEE 37 bus distribution test system and the results shows the effectiveness of this approach.
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:604180095
Book学术官方微信