中国电机工程学报2026，Vol.46Issue(11)：4491-4501,中插9,12.DOI:10.13334/j.0258-8013.pcsee.242981
计及节点时变关联特征的配电网谐波传递特性分析
Harmonic Transfer Characteristics Analysis of Distribution Networks Considering the Time-varying Correlation Features
摘要
Abstract
With the increasing access volume of source-load-storage and control equipment in new distribution networks,the system structure is becoming more and more complicated and the harmonics show time-varying random characteristics,which makes it extremely difficult to analyze the harmonic transfer law in distribution networks.To clarify the transmission range and transfer law of harmonics between nodes in a new distribution network and guide the assessment of distribution network carrying capacity under distributed photovoltaic(PV)integration,this paper proposes a harmonic transfer characteristic analysis method considering the time-varying correlation characteristics of nodes.Firstly,the harmonic transfer coefficients between distribution network nodes are defined based on the harmonic transfer relationship between nodes,and the distribution network carrying capacity under distributed PV integration is obtained based on the transfer coefficients.Then,the modified cosine similarity is used to cluster the distribution network nodes and select the key nodes for regional division to realize the dimensionality reduction of the harmonic complex transmission relationship of the distribution network.Finally,this paper establishes a RBF-ARX-based harmonic transfer analysis model to evaluate the time-varying transfer characteristics of harmonics in the system by constructing input-output features considering time-varying correlations of nodes.The experimental results show that the proposed harmonic transfer characteristic analysis method can deeply explore the time-varying correlation characteristics of the harmonics between nodes,and efficiently analyze the complex harmonic transfer characteristics in distribution networks.关键词
谐波传递系数/数据驱动/时变关联特征/机器学习Key words
harmonic transfer coefficients/data-driven/time-varying correlation features/machine learning分类
信息技术与安全科学引用本文复制引用
丁玉昊,孙媛媛,李亚辉,李博文,易皓,李亚琼..计及节点时变关联特征的配电网谐波传递特性分析[J].中国电机工程学报,2026,46(11):4491-4501,中插9,12.基金项目
国家重点研发计划项目(2023YFB2407500).National Key R&D Program of China(2023YFB2407500). （2023YFB2407500）
