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储能系统技术 ★ 5.0

基于功率-备用灵活性区域的虚拟电厂电力市场半统一出清定价方法

A semi-uniform pricing method for VPPs in electricity markets based on power-reserve flexibility regions

作者 Hanyang Lina · Ye Guob · Xinwei Shena · Shengyu Taoa · Daniel M.Kammen
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 401 卷
技术分类 储能系统技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 An effective and complete mechanism for VPPs in the wholesale market including VPPs’ aggregation and DSO’s operation.
语言:

中文摘要

摘要 虚拟电厂(VPPs)已成为在配电网层面高效利用分布式能源资源(DERs)的一种有效方式。为充分获取该模式的优势,本文提出了一套完整且有效的虚拟电厂参与电力市场的机制,涵盖VPP的聚合以及配电系统运营商(DSO)的出清与定价过程。针对由典型分布式能源资源构成的虚拟电厂,本文采用一种广义储能模型来表征其节点有功功率与备用灵活性,并通过边界收缩算法确保该模型在解耦后的可行性。随后,VPP向DSO提交其节点灵活性区域及估计的成本函数,而无需泄露各DER的隐私信息或网络拓扑结构。此外,本文提出了一种通用的电能–备用协同优化模型,供配电系统运营商用于对来自VPP的投标进行出清。基于所提出的模型,进一步设计了一种针对VPP电能和备用贡献的半统一定价方法。与统一出清定价机制相比,该定价方法包含了VPP个体爬坡能力约束和荷电状态(SOC)约束对应的非均匀影子价格,从而消除了市场外补贴(out-of-market uplifts)的需求,并确保若干关键性质的实现,例如激励相容性(truthful bidding incentives)以及VPP的成本回收保障。仿真结果验证了所提方法相较于对比方案的有效性。

English Abstract

Abstract Virtual power plants (VPPs) have emerged as an efficient way to utilize distributed energy resources (DERs) at the distribution level. To capture advantages offered by this approach, this paper proposes a complete and effective mechanism for VPPs in electricity markets including the VPP’s aggregation and the DSO’s clearing and pricing. The nodal power and reserve flexibility of VPPs consisting of typical DERs is presented by a generalized storage model whose disaggregated feasibility is guaranteed by a bound shrinking algorithm. Then VPPs submit nodal flexibility regions and estimated cost functions to the DSO without the leakage of DERs’ privacy or the knowledge about the network topology. In addition, we propose a general energy–reserve co-operation model for distribution system operator (DSO) to clear bids from VPPs. Based on the proposed model, a semi-uniform pricing approach, is developed for energy and reserve contributions by VPPs. Compared to uniform pricing mechanisms, this pricing includes nonuniform shadow prices of VPPs’ individual ramping and SOC constraints, thereby removing the requirement of out-of-market uplifts and ensuring several essential properties, such as truthful bidding incentives and cost recovery for VPPs. Simulations verify the effectiveness of proposed methods compared to their counterparts.
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SunView 深度解读

该VPP半统一定价机制对阳光电源储能系统(ST系列PCS、PowerTitan)及iSolarCloud平台具有重要应用价值。论文提出的广义储能模型与功率-备用灵活域聚合方法,可直接应用于阳光电源分布式储能集群的协调控制,通过边界收缩算法保证SOC与爬坡约束的可行性。半统一定价机制解决了传统统一电价下储能参与辅助服务的成本回收问题,为iSolarCloud平台开发VPP竞价策略提供理论支撑,助力储能系统在电力市场中实现能量与备用服务的联合优化收益,提升分布式资源聚合价值。