基于电碳综合边际定价的虚拟电厂P2P能源交易模型
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TM73

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国家自然科学基金资助项目(52107100)


Peer-to-peer energy trading model for virtual power plants based on integrated electricity-carbon marginal price
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    摘要:

    为应对配电网络低碳化运行的挑战,并充分挖掘系统中分布式资源的灵活调控潜力,文中构建一种基于电碳综合边际定价的虚拟电厂(virtual power plant, VPP)双层点对点(peer-to-peer, P2P)交易模型。上层由配电网运营商(distribution system operator, DSO)建立基于碳排放流(carbon emission flow, CEF)技术的碳感知最优潮流模型,在此基础上计算出电碳综合边际价格,DSO可利用该价格信号协调VPP低碳调度。下层组建多VPP合作联盟,可将电动汽车规模化整合并引入碳信号引导的电动汽车灵活调度机制,建立基于贡献度的非对称纳什议价交易模型,各VPP在价格信号的引导下平衡个体与联盟利益,制定生产与交易的最优策略。然后,采用自适应交替方向乘子法(adaptive-scaling alternating direction method of multipliers, AS-ADMM)对模型进行求解,解决变量耦合导致的收敛速度问题。最后,采用改进的IEEE 33节点配电系统进行仿真验证。案例分析结果表明,所提交易模型可以通过提高分布式能源利用效率并优化负荷分布,在降低VPP运营成本的同时减少配电网碳排放。

    Abstract:

    In response to the challenges of low-carbon operation in distribution networks and to fully exploit the flexible regulation potential of distributed resources, a bi-level peer-to-peer (P2P) trading model for virtual power plants (VPPs) based on integrated electricity-carbon marginal pricing is developed. In the upper level, a carbon-aware optimal power flow model based on carbon emission flow (CEF) technology is established by the distribution system operator (DSO). An integrated electricity-carbon marginal price is calculated, which is used by the DSO to coordinate low-carbon scheduling of VPPs. In the lower level, a multi-VPP coalition is formed to aggregate electric vehicles (EVs) at scale. A flexible EV scheduling mechanism guided by carbon signals is introduced. An asymmetric Nash bargaining model based on contribution degrees is constructed, where VPPs balance individual and coalition interests under price signals to determine optimal production and trading strategies. The model is solved by the adaptive-scaling alternating direction method of multipliers (AS-ADMM) to address convergence issues caused by variable coupling. Finally, simulation verification is carried out on a modified IEEE 33-bus distribution system. Case study results show that the proposed trading model reduces VPP operating costs and lowers carbon emissions of the distribution network by improving distributed energy utilization and optimizing load distribution.

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王骏滕,王辰熤,刘兴宇,李天然,季振亚.基于电碳综合边际定价的虚拟电厂P2P能源交易模型[J].电力工程技术,2026,45(1):134-143. WANG Junteng, WANG Chenyi, LIU Xingyu, LI Tianran, JI Zhenya. Peer-to-peer energy trading model for virtual power plants based on integrated electricity-carbon marginal price[J]. Electric Power Engineering Technology,2026,45(1):134-143.

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历史
  • 收稿日期:2025-06-24
  • 最后修改日期:2025-09-26
  • 在线发布日期: 2026-02-02
  • 出版日期: 2026-01-28
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