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基于两阶段算法的含SOP配电网多源协同随机恢复

霍现旭 张磐 张涛 孙诗婷 李占一 董雷

全球能源互联网(英文)2023,Vol.6Issue(2):141-153,13.
全球能源互联网(英文)2023,Vol.6Issue(2):141-153,13.DOI:10.1016/j.gloei.2023.04.002

基于两阶段算法的含SOP配电网多源协同随机恢复

Multi-source coordinated stochastic restoration for SOP in distribution networks with a two-stage algorithm

霍现旭 1张磐 1张涛 1孙诗婷 1李占一 1董雷1

作者信息

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摘要

Abstract

After suffering from a grid blackout,distributed energy resources(DERs),such as local renewable energy and controllable distributed generators and energy storage can be used to restore loads enhancing the system's resilience.In this study,a multi-source coordinated load restoration strategy was investigated for a distribution network with soft open points(SOPs).Here,the flexible regulation ability of the SOPs is fully utilized to improve the load restoration level while mitigating voltage deviations.Owing to the uncertainty,a scenario-based stochastic optimization approach was employed,and the load restoration problem was formulated as a mixed-integer nonlinear programming model.A computationally efficient solution algorithm was developed for the model using convex relaxation and linearization methods.The algorithm is organized into a two-stage structure,in which the energy storage system is dispatched in the first stage by solving a relaxed convex problem.In the second stage,an integer programming problem is calculated to acquire the outputs of both SOPs and power resources.A numerical test was conducted on both IEEE 33-bus and IEEE 123-bus systems to validate the effectiveness of the proposed strategy.

关键词

负荷恢复/智能软开关/配电网/随机优化/两阶段算法

Key words

Load restoration/Soft open points/Distribution network/Stochastic optimization/Two-stage algorithm

引用本文复制引用

霍现旭,张磐,张涛,孙诗婷,李占一,董雷..基于两阶段算法的含SOP配电网多源协同随机恢复[J].全球能源互联网(英文),2023,6(2):141-153,13.

基金项目

This work was supported by the State Grid Tianjin Electric Power Company Science and Technology Project(Grant No.KJ22-1-45). (Grant No.KJ22-1-45)

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