计及多能互补与共享储能的虚拟电厂双层优化调度
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TM73

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福建省自然科学基金(2023J01951)


Two-layer optimal scheduling for virtual power plants considering multi-energy complementarity and shared energy storage
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    摘要:

    为探究如何提高共享储能电站参与低碳调度的能力,针对传统储能存在利用率低、成本高的问题,提出虚拟电厂(Virtual Power Plant,VPP)与共享储能电站协同运行的低碳调度策略.首先,建立含有共享储能的多VPP框架,并从冷、热、电三个维度构建设备模型.然后,提出一种考虑碳排放的动态电价与共享储能联合的多VPP双层优化调度策略:上层以多VPP的运行成本最低为目标,综合考量VPP与共享储能电站的交互和机组出力,得到系统的碳量比例,为下层调度提供指导电价;下层以共享储能电站的收益最大为目标,在上层电价的指导下,引导其为多VPP服务;以上层成本减下层收益最小为收敛目标,利用纵横交叉算法求解最终调度策略.最后,算例仿真结果表明,动态电价策略可以在降低整个系统的碳排放量的同时提高共享储能电站的充放电收益.

    Abstract:

    Enhancing the renewable energy utilization and facilitating the low-carbon,economic operation of power systems are critical development goals.Integrating Virtual Power Plant (VPP) with shared energy storage plants presents a viable solution to realize energy complementarity among different VPPs.This paper first establishes a multi-VPP framework integrated with shared energy storage and develops models for the associated equipment across cooling,heating,and electricity dimensions.Secondly,a two-layer optimal scheduling strategy for multi-VPPs is proposed,which incorporates shared energy storage and a dynamic carbon emission pricing mechanism.Considering the interaction and the comprehensive unit output between VPP and shared storage power plant,the upper layer model aims to minimize the operating cost of the multi-VPP system,determining the system's carbon emission allocation and generating a carbon price signal for the lower layer.The lower layer model is designed to maximize the revenue of the shared energy storage plant,guiding its operational decisions to serve the multi-VPPs based on the upper layer's price signal.Then,using the minimum difference between the upper layer cost and the lower layer revenue as the convergence criterion,the final scheduling strategy is computed via a vertical and horizontal crossover algorithm.Case study simulations show that the proposed dynamic carbon pricing strategy can reduce the system's overall carbon emissions while increasing the charging and discharging revenue of the shared energy storage plant.

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刘佳静,孙逊,匡宇,柯俊,吴雨晴.计及多能互补与共享储能的虚拟电厂双层优化调度[J].南京信息工程大学学报(自然科学版),2026,18(1):130-142
LIU Jiajing, SUN Xun, KUANG Yu, KE Jun, WU Yuqing. Two-layer optimal scheduling for virtual power plants considering multi-energy complementarity and shared energy storage[J]. Journal of Nanjing University of Information Science & Technology, 2026,18(1):130-142

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  • 收稿日期:2025-02-10
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  • 在线发布日期: 2026-01-17
  • 出版日期: 2026-01-28
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