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可重构配电网中对等交易的分布式协同方法
Distributed Collaboration Method for Peer-to-Peer Transactions in Reconfigurable Distribution Network
| 作者 | Chenggang Mu · Tao Ding · Yuhan Huang · Shanying Zhu · Pierluigi Siano · Mohammad Shahidehpour |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2024年12月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 点对点能源交易 配电网重构 双层框架 分布式算法 案例研究 |
语言:
中文摘要
对等(P2P)能源交易有助于在主动配电网中共享和利用分布式能源。然而,P2P交易的时变特性使其受限于固定网络拓扑,易导致线路拥塞或电压越限。为此,本文提出一种P2P交易与配电网重构(DNR)协同的双层框架。下层由产消者通过P2P电能交易挖掘需求侧灵活性;上层由配电系统运营商(DSO)通过多时段DNR最小化网损并提升电网安全。DSO构建含开关的交流潮流模型,并引入基于图论的启发式开关约束以优化运行。此外,设计了一种二进制变量缩减的双层迭代分布式算法,理论证明了其收敛性。算例验证了该模型在市场均衡、网络灵活性和降损方面的有效性。
English Abstract
Peer-to-peer (P2P) energy trading facilitates the sharing and utilization of distributed energy sources within an active distribution network (ADN). However, the temporal variability of P2P energy transactions imposes limitations on their reliance on a fixed distribution network topology, as this may lead to line congestion or voltage deviations. An effective solution is to achieve collaboration between P2P energy trading and the distribution network reconfiguration (DNR). In this paper, a bi-level P2P-DNR framework is proposed for the P2P transactions in a reconfigurable distribution network. At the lower level, P2P transactive energy is employed by prosumers to explore demand-side flexibility. At the upper level, the distribution system operator (DSO) minimizes power losses and enhances the power grid security by considering a multi-period DNR. AC power flow model with line switches is constructed by the DSO and graph-based heuristic switching constraints are considered to promote the DSO's optimal operation. Moreover, a two-tier iterative distributed algorithm with binary variable reduction is developed that enables prosumers to deal with trading in a P2P market at the lower level and the DSO manages the distribution network operation at the upper level. The convergence of the convex iterative algorithm with reduced binary variables is proved theoretically. Case studies are presented to validate the effectiveness of the proposed bi-level P2P-DNR model in terms of market equilibrium, network flexibility, and loss reduction.
S
SunView 深度解读
该分布式P2P交易与配电网重构协同技术对阳光电源ST系列储能系统和iSolarCloud平台具有重要应用价值。研究提出的双层优化框架可直接应用于PowerTitan储能系统的能量管理策略:下层P2P交易机制可集成到储能变流器控制算法中,实现用户侧储能的灵活交易和需求响应;上层DNR优化可增强iSolarCloud平台的配网优化功能,通过多时段拓扑重构降低系统网损。特别是二进制变量缩减的分布式算法为大规模储能集群的实时协同控制提供了高效求解方案,可显著提升阳光电源储能系统在主动配电网中的经济性和安全性,支撑构网型储能系统在虚拟电厂场景的深度应用。