A Stackelberg game-based approach to transaction optimization for distributed integrated energy system

斯塔克伯格竞赛 数学优化 可再生能源 计算机科学 能源消耗 数据库事务 利润(经济学) 分布式计算 工程类 经济 数学 电气工程 微观经济学 程序设计语言
作者
Yongli Wang,Zhen Liu,Jingyan Wang,Boxin Du,Yumeng Qin,Xiaoli Liu,Lin Liu
出处
期刊:Energy [Elsevier]
卷期号:283: 128475-128475 被引量:33
标识
DOI:10.1016/j.energy.2023.128475
摘要

Distributed integrated energy system (DIES) will become the main energy supply method for end-users, however, the volatility of renewable energy makes energy consumption more difficult. To address the problem, this paper proposed an optimization method of DIES energy transaction based on Stackelberg game. Firstly, the typical structure of DIES is studied and a energy transaction framework of electric-heat energy is proposed by introducing integrated energy operator(IEO); secondly, with IEO as the leader and DIES as the follower, considering the highest profit of IEO and the lowest cost and carbon emission of DIES as the objectives, and combining the operational constraints of different subjects, a one-master-multiple-slave Stackelberg game model is established; thirdly, the existence of Nash equilibrium of this game model is demonstrated, and a solution algorithm based on Particle swarm optimization nested Non-dominated Sorting Genetic Algorithm-II is proposed; Finally, to verify the validity of this model, two modes are designed and simulated, and the results show that the proposed method can improve the renewable energy consumption by 2.92%, reduce the DIES energy cost by 3.94%, and reduce the interactive power with the grid by 30.91%, while the sensitivity analysis shows that the method can better cope with energy price changes.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
迷人小白菜完成签到,获得积分10
1秒前
1秒前
3秒前
3秒前
星星发布了新的文献求助10
3秒前
小蘑菇应助lyh采纳,获得10
5秒前
长江长发布了新的文献求助10
5秒前
6秒前
6秒前
7秒前
7秒前
CipherSage应助朴实的乐天采纳,获得10
8秒前
sik发布了新的文献求助10
9秒前
10秒前
11秒前
情怀应助小贤惠采纳,获得10
12秒前
迟山完成签到 ,获得积分10
12秒前
踏实雪一完成签到,获得积分10
12秒前
13秒前
科研小民工应助沙心采纳,获得30
13秒前
瑞秋发布了新的文献求助30
13秒前
领导范儿应助科研通管家采纳,获得10
14秒前
14秒前
苏卿应助科研通管家采纳,获得30
14秒前
今后应助科研通管家采纳,获得10
14秒前
14秒前
科研通AI5应助科研通管家采纳,获得10
15秒前
桐桐应助科研通管家采纳,获得10
15秒前
苏卿应助科研通管家采纳,获得10
15秒前
大模型应助科研通管家采纳,获得10
15秒前
MYH9527应助科研通管家采纳,获得10
15秒前
15秒前
苏卿应助科研通管家采纳,获得10
15秒前
科研通AI5应助科研通管家采纳,获得10
15秒前
CipherSage应助科研通管家采纳,获得10
15秒前
小蘑菇应助科研通管家采纳,获得10
15秒前
慕青应助科研通管家采纳,获得10
15秒前
Owen应助科研通管家采纳,获得30
15秒前
Hello应助科研通管家采纳,获得10
15秒前
高分求助中
Continuum Thermodynamics and Material Modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Les Mantodea de Guyane Insecta, Polyneoptera 1000
Structural Load Modelling and Combination for Performance and Safety Evaluation 1000
Conference Record, IAS Annual Meeting 1977 820
England and the Discovery of America, 1481-1620 600
電気学会論文誌D(産業応用部門誌), 141 巻, 11 号 510
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 量子力学 光电子学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3573329
求助须知:如何正确求助?哪些是违规求助? 3143317
关于积分的说明 9451313
捐赠科研通 2844834
什么是DOI,文献DOI怎么找? 1563767
邀请新用户注册赠送积分活动 731977
科研通“疑难数据库(出版商)”最低求助积分说明 718779