Distributed coordinative transaction of a community integrated energy system based on a tri-level game model

斯塔克伯格竞赛 投标 数据库事务 计算机科学 机制(生物学) 博弈论 分布式计算 数学优化 微观经济学 经济 数学 程序设计语言 哲学 认识论
作者
Haiyang Wang,Chenghui Zhang,Ke Li,Shuai Liu,Shuzhen Li,Yu Wang
出处
期刊:Applied Energy [Elsevier]
卷期号:295: 116972-116972 被引量:48
标识
DOI:10.1016/j.apenergy.2021.116972
摘要

As the energy market shifts from vertically integrated structures to interactive competitive structures, the transaction mechanism for resident users faces significant challenges because of its large numbers and small size. This paper proposes a distributed coordinative transaction mechanism of a community integrated energy system utilizing a tri-level game model. The vertical trading aspect is formulated as a dual-Stackelberg game, wherein the load aggregators serve as an intermediary between the energy hubs and resident users. Horizontal bidding among the energy hubs is modeled as a non-cooperative game, wherein each stakeholder pursues the optimal benefit. The equilibrium of this tri-level game is proven to exist and is solved by means of a distributed algorithm. The tri-level model is initially transformed into a bi-level problem through the Karush–Kuhn–Tucker condition and convexification, and is then solved using the distributed iterative algorithm. Finally, the effectiveness of the proposed tri-level game model and distributed solution algorithm was verified by case study, which confirmed that all stakeholders could benefit from the proposed transaction mechanism.

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