重庆理工大学学报(自然科学) ›› 2023, Vol. 37 ›› Issue (5): 253-264.

• 能源动力环境 • 上一篇    下一篇

考虑主从博弈的含碳捕集电厂的综合能源系统低碳经济调度

赵 辉,李盼盼,岳有军,王红君   

  1. (天津理工大学 电气工程与自动化学院 天津市复杂系统控制理论与应用重点实验室,天津 300384)
  • 出版日期:2023-06-21 发布日期:2023-06-21
  • 作者简介:赵辉,男,博士,教授,主要从事复杂系统智能控制理论及应用等研究,Email:zhaohui3379@126.com;通信作者 李盼盼,男,硕士研究生,主要从事综合能源系统优化调度研究,Email:965290416@qq.com。

Low-carbon economic dispatching of the integrated energy system of a carbon capture power plant considering Stackelberg game

  • Online:2023-06-21 Published:2023-06-21

摘要: 为了合理分配综合能源系统各主体利益,促进系统低碳经济运行,提出了考虑主从 博弈的含综合灵活运行方式碳捕集电厂的综合能源系统优化调度模型。首先,为了实现系统低 碳经济运行,在博弈框架下构建了综合灵活运行方式碳捕集电厂电转气燃气机组联合运行模 型,并在用户侧加入了需求侧响应策略。其次,为了调动源荷储三方的主动性,建立了以运营 商为领导者,储能商、生产商、用户为跟随者的多利益主体模型,并构造了各利益主体收益模型。 最后,结合 CPLEX求解器与双突变差分进化算法对模型进行求解。以北方某园区为算例进行 验证,结果表明:所提模型和算法与传统模型相比,有效降低了综合能源系统的碳排放量和运行 成本。

关键词: 主从博弈, 碳捕集电厂, 综合灵活运行方式, 综合能源系统

Abstract: In order to reasonably distribute the interests of all parties in the comprehensive energy system and promote low-carbon economic operation of the system, this paper proposes an optimal scheduling model of the comprehensive energy system with a comprehensively flexible operation mode of a carbon capture power plant based on Stackelberg game. First of all, in order to realize low-carbon economic operation of the system, a combined operation model with the comprehensively flexible operation mode of carbon capture power plant-power to gas-gas turbine is constructed under the game framework, and a demand side response strategy is added to the user side. Secondly, in order to mobilize the initiative of the three parties of sources, load and storage, a multi-stakeholder model is established, with operators being the leaders and energy storage providers, producers and users being the followers. A profit model of each stakeholder is also constructed. Finally, CPLEX solver and double mutation differential evolution algorithm are combined to solve the model. Taking an industrial park in northern China as an example, the results show that, compared with the traditional model, the proposed model and algorithm can effectively reduce carbon emissions and operating costs of the comprehensive energy system.

中图分类号: 

  • TM732