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电动汽车驱动 ★ 5.0

基于边缘计算的考虑开关操作序列的主动配电网分布式供电恢复方法

Edge computing-based distributed power restoration for active distribution networks considering switching sequence

作者 Hao Yua · Zhicheng Zhang · Peng Lia · Haoran Jia · Jiancheng Yub · Guanyu Songa · Bing Suna · Jinli Zhaoa
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 401 卷
技术分类 电动汽车驱动
相关度评分 ★★★★★ 5.0 / 5.0
关键词 A distributed sequential power restoration method for edge computing devices with limited computational capabilities is proposed.
语言:

中文摘要

摘要 随着边缘计算技术在配电网中的融合应用,分布式供电恢复已成为提高应对停电故障响应效率的一种有前景的替代方案。然而,由于开关与分布式电源(DGs)之间存在复杂的顺序协调关系,分布式供电恢复的实际实施仍面临挑战。本文提出了一种考虑开关操作序列的分布式供电恢复方法。该方法通过将目标网络状态求解与从初始状态到目标状态的过渡策略分别求解,有效解决了顺序供电恢复问题,从而降低了整体计算复杂度。为此,设计了一种改进的交替方向乘子法(ADMM)算法以提升求解效率。所提出的方法可用于在线生成供电恢复策略,并可与策略执行过程并行进行,显著缩短策略生成的等待时间。在改进的IEEE 33节点测试系统和改进的台湾94节点测试系统上开展的案例研究,验证了该方法在供电恢复路径优化和决策耗时方面的优势。

English Abstract

Abstract With the integration of edge computing technology in distribution networks, distributed power restoration has emerged as a promising alternative to enhance efficiency in responding to power failures. However, the practical implementation of distributed power restoration remains challenging, primarily due to the complex sequential coordination between switches and distributed generators (DGs). This paper proposes a distributed power restoration method considering the switching sequence. It addresses the sequential power restoration problem by solving the target network state and the transition strategy from the initial to the target network separately, thereby reducing overall computational complexity. A modified alternating direction method of multipliers (ADMM) algorithm is developed to enhance the solving efficiency. The proposed method can be employed online to generate the power restoration strategy concurrently with its execution, thereby minimizing the waiting time for strategy generation. Case studies conducted on the modified IEEE 33-node test system and the modified Taiwan 94-node test system demonstrate the advantages of the proposed method in terms of both power restoration paths and decision-making time.
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SunView 深度解读

该边缘计算分布式恢复技术对阳光电源ST系列储能变流器及PowerTitan系统具有重要应用价值。论文提出的改进ADMM算法可集成至iSolarCloud平台,实现配电网故障快速响应。其开关序列协调机制可优化储能PCS与SG系列光伏逆变器的孤岛并网切换策略,缩短供电恢复时间。分布式架构与阳光GFM/GFL控制技术协同,可提升主动配电网韧性,为充电站等关键负荷提供不间断供电保障,具备工程化应用前景。