基于条件风险值的输电网规划方案风险评估

Zou Qi, Qian Junjie, You Dahai, XU Heng, L. Hengwei, Zhao Hongsheng
{"title":"基于条件风险值的输电网规划方案风险评估","authors":"Zou Qi, Qian Junjie, You Dahai, XU Heng, L. Hengwei, Zhao Hongsheng","doi":"10.1109/ICPESYS.2018.8626970","DOIUrl":null,"url":null,"abstract":"Power supply reliability is an important indicator for the transmission network planning department and the operation department. A large number of new energy access has brought more and more uncertainties to the power grid, which have a great impact on the power supply reliability of the transmission network. Therefore, it is particularly necessary to evaluate the power supply reliability after the transmission network planning scheme is formed. The traditional determinacy evaluation methods are becoming more and more difficult to meet the requirements of power supply reliability. Traditional risk assessment methods considering uncertain factors also have some limitations. This paper applies the Conditional Value-at-Risk (CvaR) method which is used in financial risk management to the risk assessment of the transmission network planning. The concept of Conditional Value-at-Risk of Energy Not Supplied (CvarENS) is put forward, which will be used as the risk indicator to evaluate the risk of the power supply capacity of a given transmission network planning scheme. Compared with traditional evaluation methods, CvarENS can effectively evaluate the power supply risk of a planning scheme from different levels by adjusting the confidence level. So we can control the risk of power supply capability in transmission network planning, the limitation of traditional risk assessment method is solved. Finally, the validity of the proposed method is verified by a case.","PeriodicalId":188086,"journal":{"name":"2018 8th International Conference on Power and Energy Systems (ICPES)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Risk Assessment for Transmission Network Planning Scheme based on Conditional Value-at-Risk\",\"authors\":\"Zou Qi, Qian Junjie, You Dahai, XU Heng, L. Hengwei, Zhao Hongsheng\",\"doi\":\"10.1109/ICPESYS.2018.8626970\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Power supply reliability is an important indicator for the transmission network planning department and the operation department. A large number of new energy access has brought more and more uncertainties to the power grid, which have a great impact on the power supply reliability of the transmission network. Therefore, it is particularly necessary to evaluate the power supply reliability after the transmission network planning scheme is formed. The traditional determinacy evaluation methods are becoming more and more difficult to meet the requirements of power supply reliability. Traditional risk assessment methods considering uncertain factors also have some limitations. This paper applies the Conditional Value-at-Risk (CvaR) method which is used in financial risk management to the risk assessment of the transmission network planning. The concept of Conditional Value-at-Risk of Energy Not Supplied (CvarENS) is put forward, which will be used as the risk indicator to evaluate the risk of the power supply capacity of a given transmission network planning scheme. Compared with traditional evaluation methods, CvarENS can effectively evaluate the power supply risk of a planning scheme from different levels by adjusting the confidence level. So we can control the risk of power supply capability in transmission network planning, the limitation of traditional risk assessment method is solved. Finally, the validity of the proposed method is verified by a case.\",\"PeriodicalId\":188086,\"journal\":{\"name\":\"2018 8th International Conference on Power and Energy Systems (ICPES)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 8th International Conference on Power and Energy Systems (ICPES)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPESYS.2018.8626970\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 8th International Conference on Power and Energy Systems (ICPES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPESYS.2018.8626970","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

供电可靠性是输电网规划部门和运行部门的重要指标。大量的新能源接入给电网带来了越来越多的不确定性,对输电网的供电可靠性产生了很大的影响。因此,在输电网规划方案形成后,对供电可靠性进行评估就显得尤为必要。传统的确定性评估方法越来越难以满足供电可靠性的要求。考虑不确定因素的传统风险评估方法也存在一定的局限性。本文将财务风险管理中的条件风险值(CvaR)方法应用于输电网规划的风险评估。提出了不供能条件风险值(CvarENS)的概念,并将其作为评价给定输电网规划方案供电能力风险的风险指标。与传统的评估方法相比,CvarENS通过调整置信度,可以从不同层次对规划方案的供电风险进行有效评估。从而在输电网规划中控制供电能力的风险,解决了传统风险评估方法的局限性。最后,通过实例验证了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Risk Assessment for Transmission Network Planning Scheme based on Conditional Value-at-Risk
Power supply reliability is an important indicator for the transmission network planning department and the operation department. A large number of new energy access has brought more and more uncertainties to the power grid, which have a great impact on the power supply reliability of the transmission network. Therefore, it is particularly necessary to evaluate the power supply reliability after the transmission network planning scheme is formed. The traditional determinacy evaluation methods are becoming more and more difficult to meet the requirements of power supply reliability. Traditional risk assessment methods considering uncertain factors also have some limitations. This paper applies the Conditional Value-at-Risk (CvaR) method which is used in financial risk management to the risk assessment of the transmission network planning. The concept of Conditional Value-at-Risk of Energy Not Supplied (CvarENS) is put forward, which will be used as the risk indicator to evaluate the risk of the power supply capacity of a given transmission network planning scheme. Compared with traditional evaluation methods, CvarENS can effectively evaluate the power supply risk of a planning scheme from different levels by adjusting the confidence level. So we can control the risk of power supply capability in transmission network planning, the limitation of traditional risk assessment method is solved. Finally, the validity of the proposed method is verified by a case.
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