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台风灾害下考虑源-网-荷协同优化的SCUC复合决策方法

杨楠 产雪振 张志 许丹 郝俊聪 王金鑫 黄悦华 张磊

电力系统保护与控制2025,Vol.53Issue(10):33-44,12.
电力系统保护与控制2025,Vol.53Issue(10):33-44,12.DOI:10.19783/j.cnki.pspc.241093

台风灾害下考虑源-网-荷协同优化的SCUC复合决策方法

A composite SCUC decision-making method considering source-network-load collaborative optimization in typhoon disasters

杨楠 1产雪振 1张志 2许丹 3郝俊聪 1王金鑫 1黄悦华 1张磊1

作者信息

  • 1. 梯级水电站运行与控制湖北省重点实验室(三峡大学),湖北 宜昌 443002
  • 2. 国家电网有限公司,北京 100031
  • 3. 中国电力科学研究院有限公司,北京 100192
  • 折叠

摘要

Abstract

With the increasing frequency of typhoon disasters due to global climate change,the failure rates of power equipment have risen significantly,posing a serious threat to the safe and reliable operation of power grids.To enhance the resilience of power systems,a composite security-constrained unit commitment(SCUC)decision-making method when there are typhoon disasters is proposed,incorporating source-network-load collaborative optimization.First,based on historical typhoon data and the Rankine wind farm model,wind turbine output and line fault models are constructed.Then a set of uncertainty scenarios for fault decisions is created using the state sampling method.Next,separate decision models for SCUC,load shedding,and line restoration are developed for different response strategies.A robust optimization approach is employed to address the uncertainty of line faults,and is introduced as a virtual"typhoon disaster"agent in a multi-agent game framework,where each of the above decision models serves as an agent.Finally,an iterative search method is applied to solve the model.Simulation results demonstrate that the proposed approach can minimize load shedding while ensuring economic operation of the system,thereby improving the resilience of the power system during typhoon disasters.

关键词

SCUC/韧性提升/鲁棒优化/多主体博弈

Key words

SCUC/resilience enhancement/robust optimization/multi-agent game

引用本文复制引用

杨楠,产雪振,张志,许丹,郝俊聪,王金鑫,黄悦华,张磊..台风灾害下考虑源-网-荷协同优化的SCUC复合决策方法[J].电力系统保护与控制,2025,53(10):33-44,12.

基金项目

This work is supported by the Science and Technology Project of State Grid Corporation of China(No.5108-202355040A-1-1-ZN). 国家电网有限公司科技项目资助(5108-202355040A-1-1-ZN) (No.5108-202355040A-1-1-ZN)

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