An integrated energy system “green-carbon” offset mechanism and optimization method with Stackelberg game

IF 9 1区 工程技术 Q1 ENERGY & FUELS
Hui Hou, Xiangdi Ge, Yulin Yan, Yanchao Lu, Ji Zhang, Zhao Yang Dong
{"title":"An integrated energy system “green-carbon” offset mechanism and optimization method with Stackelberg game","authors":"Hui Hou, Xiangdi Ge, Yulin Yan, Yanchao Lu, Ji Zhang, Zhao Yang Dong","doi":"10.1016/j.energy.2024.130617","DOIUrl":null,"url":null,"abstract":"The low-carbon economic operation of integrated energy systems (IES) cannot be separated from the carbon trading and green certificate trading market. Therefore, a low-carbon market mechanism and optimization method for IES is proposed. First, we establish a “green-carbon” offset mechanism to realize the conversion from tradable green certificate (TGC) to carbon quotas to offset system's carbon emissions. Second, considering the impact of market incentives and users' consumption behavior on IES, an energy management method of IES is put forward based on Stackelberg game. IES operators as leaders decide energy prices and trading strategies of carbon, TGC and multi-energy. Energy users as followers participate in the integrated demand response based on energy price. The game is solved by an improved adaptive catastrophic genetic algorithm and CPLEX solver. Finally, we take an industrial park in China as an example to analyze. The results show that the proposed method can significantly reduce the system's carbon emissions while improving the benefits for both IES and consumers.","PeriodicalId":11647,"journal":{"name":"Energy","volume":"44 1","pages":""},"PeriodicalIF":9.0000,"publicationDate":"2024-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1016/j.energy.2024.130617","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0

Abstract

The low-carbon economic operation of integrated energy systems (IES) cannot be separated from the carbon trading and green certificate trading market. Therefore, a low-carbon market mechanism and optimization method for IES is proposed. First, we establish a “green-carbon” offset mechanism to realize the conversion from tradable green certificate (TGC) to carbon quotas to offset system's carbon emissions. Second, considering the impact of market incentives and users' consumption behavior on IES, an energy management method of IES is put forward based on Stackelberg game. IES operators as leaders decide energy prices and trading strategies of carbon, TGC and multi-energy. Energy users as followers participate in the integrated demand response based on energy price. The game is solved by an improved adaptive catastrophic genetic algorithm and CPLEX solver. Finally, we take an industrial park in China as an example to analyze. The results show that the proposed method can significantly reduce the system's carbon emissions while improving the benefits for both IES and consumers.
综合能源系统的 "绿碳 "补偿机制及斯塔克尔伯格博弈优化方法
综合能源系统(IES)的低碳经济运行离不开碳交易和绿色证书交易市场。因此,提出了综合能源系统的低碳市场机制和优化方法。首先,建立 "绿碳 "抵消机制,实现可交易绿证(TGC)向碳配额的转换,抵消系统的碳排放。其次,考虑到市场激励和用户消费行为对 IES 的影响,提出了一种基于 Stackelberg 博弈的 IES 能源管理方法。IES 运营商作为领导者,决定能源价格以及碳、TGC 和多能源的交易策略。能源用户作为追随者,根据能源价格参与综合需求响应。博弈由改进的自适应灾难遗传算法和 CPLEX 求解器解决。最后,我们以中国某工业园区为例进行分析。结果表明,所提出的方法可以显著减少系统的碳排放,同时提高 IES 和消费者的收益。
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
Energy
Energy 工程技术-能源与燃料
CiteScore
15.30
自引率
14.40%
发文量
0
审稿时长
14.2 weeks
期刊介绍: Energy is a multidisciplinary, international journal that publishes research and analysis in the field of energy engineering. Our aim is to become a leading peer-reviewed platform and a trusted source of information for energy-related topics. The journal covers a range of areas including mechanical engineering, thermal sciences, and energy analysis. We are particularly interested in research on energy modelling, prediction, integrated energy systems, planning, and management. Additionally, we welcome papers on energy conservation, efficiency, biomass and bioenergy, renewable energy, electricity supply and demand, energy storage, buildings, and economic and policy issues. These topics should align with our broader multidisciplinary focus.
×
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