基于绿证-碳交易与主从博弈的综合能源系统双层低碳优化调度OA
Bi-Level Low-Carbon Optimized Scheduling for Integrated Energy Systems Based on Green Certificate and Carbon Trading with Stackelberg Game
为应对绿证-碳交易机制下多主体利益交互复杂化与综合能源系统低碳调度的挑战,提出一种基于主从博弈的含氢综合能源系统双层优化模型.首先,构建运营商与用户聚合商之间的Stackelberg博弈框架,上层运营商以收益最大化为目标,通过动态电价/热价策略协调多能设备与绿证-碳交易;下层用户聚合商响应价格信号,优化可平移电负荷与可削减热负荷.其次,引入用户侧电热双向转换机制与碳配额引导的双补偿需求响应机制,前者通过电热价差驱动灵活供能,提升能源系统的柔性,后者结合负荷补偿价格与碳配额激励,解决用户参与积极性不足的问题.然后,在模型求解方面,采用卡鲁什-库恩-塔克条件与Big-M法将非线性双层规划转化为混合整数线性规划,并利用CPLEX高效求解.仿真结果表明,所提策略显著降低了系统碳排放,提升了用户收益,促进了运营商收益增长,同时电热转换设备使负荷曲线平滑度提升,验证了多能协同的增效作用,为多主体协同的低碳能源调度提供了理论与技术支撑.
To address the challenges of complex multi-agent interest interactions under the green certificate and carbon trading mechanism and the low-carbon scheduling of integrated energy systems(IES),this paper proposes a bi-level optimized model for hydrogen-containing IES based on a Stackelberg game.Firstly,a Stackelberg game framework is constructed between the operator and the user aggregators.The upper-level operator aims to maximize the revenue by coordinating multi-energy equipment and green certificate-carbon trading through dynamic electricity/heat pricing strategies.The lower-level user aggregators respond to price signals by optimizing shiftable electrical loads and curtailable thermal loads.Secondly,a user-side bidirectional electric-thermal conversion mechanism and a dual-compensation demand response mechanism guided by carbon quotas are introduced.The former enhances the energy flexibility by electric thermal price differences to drive flexible energy supply,and the latter combines load compensation price with carbon quota incentives to overcome the challenge of insufficient user participation enthusiasm.Then,for model solving,the nonlinear bi-level programming problem is transformed into a mixed-integer linear programming(MILP)problem using Karush Kuhn Tucker(KKT)conditions and the Big-M method,and then efficiently solved using CPLEX.The simulation results demonstrate that the proposed strategy significantly reduces system carbon emissions,increases user profits,promotes operator revenue growth,and improves load curve smoothness through electric-thermal conversion equipment,which verifies the synergistic enhancement of multi-energy collaboration,providing theoretical and technical support for low-carbon energy scheduling involving multi-agent coordination.
翁秀良;温庆考;陈伟伟;黄山;林道总
国网浙江省电力有限公司平阳县供电公司,浙江 温州 325401国网浙江省电力有限公司平阳县供电公司,浙江 温州 325401国网浙江省电力有限公司平阳县供电公司,浙江 温州 325401国网浙江省电力有限公司平阳县供电公司,浙江 温州 325401国网浙江省电力有限公司平阳县供电公司,浙江 温州 325401
信息技术与安全科学
综合能源系统主从博弈绿证-碳交易电热转换双补偿需求响应低碳调度
integrated energy systemStackelberg gamegreen certificate and carbon tradingelectric-thermal conversiondual-compensation demand responselow-carbon scheduling
《内蒙古电力技术》 2026 (3)
21-33,13
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