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基于协同控制的电压-无功优化中聚类技术与通信拓扑研究

Study of Clustering Technique and Communication Topologies for Cooperative Control-Based Volt-Var Optimization

作者 Gaurav Yadav · Yuan Liao · Dan M. Ionel
期刊 IEEE Access
出版日期 2026年4月
卷/期 第 14 卷 第 null 期
技术分类 控制与算法
技术标签 并网逆变器 跟网型GFL 模型预测控制MPC 微电网
相关度评分 ★★★★★ 5.0 / 5.0
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中文摘要

针对分布式光伏等可再生能源接入导致配电网电压快速波动、传统OLTC和电容器组响应滞后的问题,本文提出一种基于DG逆变器无功协同控制的电压优化方法,通过设计新型通信拓扑与DG节点聚类策略,降低大规模系统通信与计算复杂度,并在改进IEEE 123节点系统上验证有效性。

English Abstract

Introducing renewable distributed generation (DG) in the power distribution system causes rapid voltage fluctuations due to its intermittency. This intermittency renders conventional voltage regulation devices such as on-load tap changers (OLTCs) and capacitor banks (CBs) inefficient to regulate rapid voltage changes and leads to reduced equipment lifetime and high operation and maintenance costs. Hence, this calls for non-conventional methods to mitigate such voltage fluctuations. This paper presents a cooperative control-based method aimed to optimally control the reactive power of DG inverters to mitigate the voltage deviations by establishing communication among the DG nodes, and between DG and non-DG nodes. This paper focuses on two objectives: 1) To devise novel communication topologies to understand the impact of communication on reactive power control. 2) To develop a novel method to perform cooperative control for large power distribution systems by clustering the DGs to reduce the complexity and computational burden due to increase in size of the communication matrix. The proposed communication impact study and the novel cooperative control method have been verified on modified IEEE 123-bus systems.
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SunView 深度解读

该研究高度契合阳光电源组串式逆变器(如SG系列)、ST系列储能变流器及iSolarCloud平台在配网侧V-VAR协同调控的应用需求。其聚类架构可直接适配阳光电源多逆变器+PCS集群的本地边缘协同控制逻辑;通信拓扑优化有助于提升PowerTitan系统在微网/光储一体化场景下的无功动态响应精度与鲁棒性。建议将文中分层聚类算法嵌入iSolarCloud智能运维平台,实现逆变器群与PCS的广域无功协同调度,强化弱电网下电压支撑能力。