Optimal bidding strategy for generation companies alliance in electricity-carbon-green certificate markets

Zhilin Lu, Bochun Zhan, Zihao Li, Yuan Leng, Xinhe Yang, Fushuan Wen
{"title":"Optimal bidding strategy for generation companies alliance in electricity-carbon-green certificate markets","authors":"Zhilin Lu,&nbsp;Bochun Zhan,&nbsp;Zihao Li,&nbsp;Yuan Leng,&nbsp;Xinhe Yang,&nbsp;Fushuan Wen","doi":"10.1049/enc2.12119","DOIUrl":null,"url":null,"abstract":"<p>To promote the profit of generation companies and reduce carbon emissions from the generation sector, a two-layer decision-making model based on the cooperative game is proposed. Based on the analysis of a renewable-fossil energy generation alliance to participate in electricity-carbon-green certificate markets, a robust optimization model considering the price uncertainty in the electricity spot market is first established based on the information gap decision-making theory as the upper part of a two-layer optimization model. Subsequently, the clearing models of the electricity spot, carbon emission trading, and green certificate markets are established. This two-layer optimization model is transformed into a single-layer model based on the well-established KKT conditions. A profit allocation model for the members of the generation alliance is then presented based on the Shapley value and an improved nucleolus kernel method. Finally, the effectiveness of the proposed model is demonstrated by the IEEE 14-bus power system.</p>","PeriodicalId":100467,"journal":{"name":"Energy Conversion and Economics","volume":"5 3","pages":"182-192"},"PeriodicalIF":0.0000,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/enc2.12119","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Conversion and Economics","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1049/enc2.12119","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

To promote the profit of generation companies and reduce carbon emissions from the generation sector, a two-layer decision-making model based on the cooperative game is proposed. Based on the analysis of a renewable-fossil energy generation alliance to participate in electricity-carbon-green certificate markets, a robust optimization model considering the price uncertainty in the electricity spot market is first established based on the information gap decision-making theory as the upper part of a two-layer optimization model. Subsequently, the clearing models of the electricity spot, carbon emission trading, and green certificate markets are established. This two-layer optimization model is transformed into a single-layer model based on the well-established KKT conditions. A profit allocation model for the members of the generation alliance is then presented based on the Shapley value and an improved nucleolus kernel method. Finally, the effectiveness of the proposed model is demonstrated by the IEEE 14-bus power system.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
发电公司联盟在电力-碳-绿色证书市场中的最佳投标策略
为促进发电企业盈利,减少发电行业碳排放,提出了基于合作博弈的双层决策模型。在分析可再生能源-化石能源发电联盟参与电力-碳-绿色证书市场的基础上,首先基于信息差距决策理论建立了考虑电力现货市场价格不确定性的稳健优化模型,作为双层优化模型的上部。随后,建立电力现货市场、碳排放交易市场和绿色证书市场的清算模型。根据成熟的 KKT 条件,将双层优化模型转化为单层模型。然后,基于 Shapley 值和改进的核仁方法,提出了发电联盟成员的利润分配模型。最后,通过 IEEE 14 总线电力系统证明了所提模型的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A novel online reinforcement learning-based linear quadratic regulator for three-level neutral-point clamped DC/AC inverter Artificial intelligence-driven insights: Precision tracking of power plant carbon emissions using satellite data Forecasting masked-load with invisible distributed energy resources based on transfer learning and Bayesian tuning Collaborative deployment of multiple reinforcement methods for network-loss reduction in distribution system with seasonal loads State-of-health estimation of lithium-ion batteries: A comprehensive literature review from cell to pack levels
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1