系统仿真学报 ›› 2025, Vol. 37 ›› Issue (8): 2139-2151.doi: 10.16182/j.issn1004731x.joss.24-0312

• 论文 • 上一篇    

考虑需求响应与两阶段P2G的综合能源系统优化调度

段新会1,2, 程泽龙1, 张东超1, 段晓冲1   

  1. 1.华北电力大学 自动化系,河北 保定 071003
    2.保定华仿科技股份有限公司,河北 保定 071051
  • 收稿日期:2024-03-29 修回日期:2024-05-24 出版日期:2025-08-20 发布日期:2025-08-26
  • 第一作者简介:段新会(1969-),男,正高,博士,研究方向为新型电力系统仿真建模与控制优化。
  • 基金资助:
    中央引导地方科技发展资金(226Z2103G)

Optimal Scheduling of an Integrated Energy System Considering Demand Response and Two-stage P2G

Duan Xinhui1,2, Cheng Zelong1, Zhang Dongchao1, Duan Xiaochong1   

  1. 1.Department of Automation, North China Electric Power University, Baoding 071003, China
    2.Baoding Sinosimu Technology Co. , Ltd. , Baoding 071051, China
  • Received:2024-03-29 Revised:2024-05-24 Online:2025-08-20 Published:2025-08-26

摘要:

“双碳”背景下,为提高能源利用率,进一步挖掘用户侧柔性负荷与电转气设备对节能减排的作用,提出一种考虑需求响应与两阶段P2G的综合能源系统优化调度模型。以电-热-冷-气-储-氢耦合的区域综合能源系统作为研究对象,建立系统各设备模型以及P2G两阶段模型;根据负荷特性,构建了基于价格弹性矩阵的电-热-冷多元负荷的需求响应模型,通过改变可转移负荷的用能时间以及可替代负荷的用能类型来提高系统的灵活性与经济性;在优化调度模型中引入阶梯型碳交易机制。建立了系统日运行成本最低的优化目标函数,使用混合整数线性规划方法求解最优调度方案。结果表明:考虑需求响应后,系统的购能成本与环境处理成本分别减少8.79%和12.62%;考虑两阶段P2G后,不仅使弃风弃光总量大幅度降低,还使系统的总成本减少比例进一步提升至45.54%,所建模型与策略能实现经济效益与环境效益协同。

关键词: 需求响应, 两阶段P2G, 综合能源系统, 优化调度, 低碳经济

Abstract:

In the context of carbon peaking and carbon neutrality goals, this study aims to improve the energy utilization rate and further explore the role of user-side flexible loads and P2G equipment in energy saving and emission reduction. An optimal scheduling model for integrated energy systems considering demand response and two-stage P2G was proposed. A regional integrated energy system coupled with electricity, heating, cooling, gas, storage, and hydrogen was taken as the research object. Models for system equipment and two-stage P2G were established. Based on load characteristics, a multi-load demand response model for electricity, heating, and cooling was constructed using a price elasticity matrix. The flexibility and economic performance of the system were improved by adjusting the energy consumption time of transferable loads and the energy consumption types of substitutable loads. A tiered carbon trading mechanism was introduced into the optimal scheduling model. An optimization objective function was developed to minimize the system's daily operating cost, and a mixed-integer linear programming method was used to solve the optimal scheduling scheme. The results show that after considering demand response, the energy purchase cost and environmental treatment cost of the system are reduced by 8.79% and 12.62%, respectively. After considering the two-stage P2G, the total amount of wind and solar curtailment is greatly reduced, and the total system cost reduction further increases to 45.54%. These findings demonstrate that the proposed model and strategy can achieve a synergy between economic and environmental benefits.

Key words: demand response, two-stage P2G, integrated energy system, optimal scheduling, low-carbon economy

中图分类号: