摘要
为解决多园区综合需求响应成本高和碳排放量大的问题,提出一种电-碳联合市场下基于混合博弈的多园区综合需求响应策略。首先,基于阶梯碳交易机制建立工业园区碳交易模型,通过引入弗雷歇距离分析不同类型工业负荷用能特性,进一步建立电-碳双重激励机制下多类型工业园区激励型综合需求响应模型。其次,构建混合博弈模型,即上层电网调度控制中心与下层工业园区之间的主从博弈模型和下层工业园区联盟之间的合作博弈模型,并基于核仁法分配合作收益。最后,采用粒子群算法求解激励信号和能源交易价格,各工业园区综合需求响应模型采用gurobi求解器求解。仿真结果验证了所提出策略的有效性和合理性。
To solve the problems of high cost of integrated demand response and large carbon emissions in multi-park,a mixed-game-based integrated demand response strategy for multi-park under an electricity-carbon joint market is proposed.First,the carbon trading model of an industrial park is established based on the ladder carbon trading mechanism,and an incentive-based integrated demand response model of industrial parks of multiple types is established under the dual-incentive mechanism of electricity-carbon by introducing the Frechet distance to analyze the energy consumption characteristics of different types of industrial loads.Second,a mixed-game model is constructed,which consists of a master-slave game model between the upper-layer electric dispatch center and the lower-layer industrial parks and a cooperative game model between the lower-layer industrial park alliances,and the cooperative benefits are allocated based on the Nucleolus method.Finally,the particle swarm optimization algorithm is used to solve the incentive signal and energy trading price,and the integrated demand response model of each industrial park is solved by the gurobi solver.Simulation results verify the effectiveness and rationality of the proposed strategy.
作者
战鹏帆
蔺红
田易之
ZHAN Pengfan;LIN Hong;TIAN Yizhi(School of Electrical Engineering,Xinjiang University,Urumqi 830017,China)
出处
《电力系统及其自动化学报》
北大核心
2025年第8期76-86,共11页
Proceedings of the CSU-EPSA
基金
国家自然科学基金资助项目(52367012)
新疆维吾尔自治区重点研发专项资助项目(2022B01020-3)。
关键词
工业园区
综合需求响应
电-碳联合市场
多园区
混合博弈
industrial park
integrated demand response
electricity-carbon joint market
multi-park
mixed-game
