Iterative Mechanism for Two-Sided Electricity Markets with Variable Renewable Energy Sources

S. A. Subramanyam, Xuewei Zhang
{"title":"Iterative Mechanism for Two-Sided Electricity Markets with Variable Renewable Energy Sources","authors":"S. A. Subramanyam, Xuewei Zhang","doi":"10.1109/SUSTECH.2018.8671356","DOIUrl":null,"url":null,"abstract":"The objective of this work is to develop an iterative bidding mechanism for wholesale electricity markets with variable renewable energy sources and investigate the performance of the mechanism under various scenarios. Built upon DC optimal power flow model in previous studies, this paper extends the model to two-sided markets with uncertainties in both generation and load. The convergence of the solution to the efficient Nash equilibrium is discussed and improved, which enables further studies on the dynamic behavior of the mechanism under different levels of renewable penetration and different trading schedules (day-ahead or hour-ahead). In addition, this work shows that by adding ramp rate constraint on actual generation powers, the mechanism can embrace higher uncertainties while maintaining grid reliability.","PeriodicalId":127111,"journal":{"name":"2018 IEEE Conference on Technologies for Sustainability (SusTech)","volume":"47 3","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Conference on Technologies for Sustainability (SusTech)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SUSTECH.2018.8671356","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

The objective of this work is to develop an iterative bidding mechanism for wholesale electricity markets with variable renewable energy sources and investigate the performance of the mechanism under various scenarios. Built upon DC optimal power flow model in previous studies, this paper extends the model to two-sided markets with uncertainties in both generation and load. The convergence of the solution to the efficient Nash equilibrium is discussed and improved, which enables further studies on the dynamic behavior of the mechanism under different levels of renewable penetration and different trading schedules (day-ahead or hour-ahead). In addition, this work shows that by adding ramp rate constraint on actual generation powers, the mechanism can embrace higher uncertainties while maintaining grid reliability.
具有可变可再生能源的双边电力市场迭代机制
本研究的目的是为可变可再生能源批发电力市场开发一种迭代投标机制,并研究该机制在不同情景下的性能。本文在前人研究的直流最优潮流模型的基础上,将该模型扩展到发电和负荷均存在不确定性的双边市场。讨论并改进了有效纳什均衡解的收敛性,从而可以进一步研究不同可再生能源渗透水平和不同交易计划(日前或小时前)下该机制的动态行为。此外,这项工作表明,通过在实际发电功率上增加斜坡率约束,该机制可以在保持电网可靠性的同时接受更高的不确定性。
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