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基于广义Benders分解的分布式光伏接入容量规划方法

陈卓 郭寅远 温彦军 马留军 王留涛 吉小鹏

浙江电力2024,Vol.43Issue(6):31-40,10.
浙江电力2024,Vol.43Issue(6):31-40,10.DOI:10.19585/j.zjdl.202406004

基于广义Benders分解的分布式光伏接入容量规划方法

An integration capacity planning method for distributed photovoltaic sources based on generalized Benders decomposition

陈卓 1郭寅远 1温彦军 2马留军 2王留涛 2吉小鹏3

作者信息

  • 1. 许昌开普检测研究院股份有限公司,河南 许昌 461000
  • 2. 江苏金智科技股份有限公司,南京 210000
  • 3. 南京信息工程大学 电子与信息工程学院,南京 210044
  • 折叠

摘要

Abstract

In response to the challenges of large-scale integration of distributed photovoltaic(PV)sources into dis-tribution networks,an integration capacity planning method for distributed photovoltaic sources based on general-ized Benders decomposition(GBD)is proposed.The approach utilizes a data-driven sequential selection method to determine the optimal sequence of variables in the C-Vine Copula model.In combination with Latin hypercube sam-pling(LHS)and scenario evaluation indicators,typical load-resource correlation scenarios are constructed.Build-ing upon these generated typical scenarios,the paper has established a photovoltaic source integration planning model based on the GBD.This model comprises a main problem for photovoltaic source planning and a sub-problem for distribution network operation,solved using linear programming and optimal power flow methods,respectively.Case studies are conducted on the grid framework of the IEEE 33-bus system.The results demonstrate that the pro-posed method for generating typical scenarios reduces resource and load errors by over 50%compared to traditional methods.Moreover,the computational complexity of the planning model is reduced by 11%,and the computation time is shortened by 9%compared to previous approaches.

关键词

C-Vine Copula/数据驱动顺序选择/广义Benders分解/光伏规划主问题/配电网运行

Key words

C-Vine Copula/data-driven sequential selection method/GBD/main problem of photovoltaic source planning/sub-problem of distribution network operation

引用本文复制引用

陈卓,郭寅远,温彦军,马留军,王留涛,吉小鹏..基于广义Benders分解的分布式光伏接入容量规划方法[J].浙江电力,2024,43(6):31-40,10.

基金项目

国家重点研发计划(2018YFB2100100) (2018YFB2100100)

浙江电力

OACSTPCD

1007-1881

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