电工技术学报2024，Vol.39Issue(23)：7430-7446,17.DOI:10.19595/j.cnki.1000-6753.tces.231692
计及台风时空特性和灵活性资源协同优化的配电网弹性提升策略
Resilience Enhancement Strategy for Distribution Networks Considering the Spatiotemporal Characteristics of Typhoon and the Collaborative Optimization of Flexible Resources
摘要
Abstract
Enhancing the resilience of distribution networks is an urgent task to resist the frequent typhoon disasters.Generally,typhoon has the spatiotemporal characteristics,which causes the uncertainty of distribution network failures.However,the current researches ignore this feature and fail to deeply analyze the principle of distribution network failure caused by typhoon.Moreover,most of them overlook the potential of flexible resources in enhancing the resilience of distribution networks.To address these issues,this paper proposes a resilience enhancement strategy that takes into account the spatiotemporal characteristics of typhoon and the coordinated optimization of flexible resources. Firstly,a spatiotemporal evolution model of typhoon is constructed using the typhoon path model and the Batts wind field model,which is capable of simulating the moving path and wind field of typhoon in real time.Secondly,according to the principle of structural reliability,the time-varying failure probability of distribution lines can be obtained by comparing the strength of line components with load effects.On this basis,the information entropy theory is used to identify fragile lines.Then,a two-stage and three-layer defense-attack-defense(DAD)model combining pre-disaster defense and post-disaster restoration is established,with the load shedding cost as the resilience quantification indicator.In the proposed model,flexible resources such as line hardening,distributed generation(DG),energy storage system(ESS),and soft open point(SOP)are coordinated to enhance the resilience of distribution networks.The proposed model can reflect the uncertain effects of typhoon spatiotemporal characteristics on the time,location and scale of distribution network failures.Meanwhile,flexible resources can be fully utilized to enhance the resilience of distribution networks. In the numerical test section,two aspects of typhoon simulation and flexible resources performance analysis are tested.In the test of typhoon simulation,the numerical results show that the proposed spatiotemporal evolution model of typhoon is able to simulate the moving path and wind field of typhoon after landfall.Moreover,the failure probability of distribution lines is affected by various factors,such as line length,the angle between the line and the wind speed,the line location coordinates,and the distance between the line and the typhoon center.Besides,the typhoon with spatiotemporal characteristics causes different locations and quantities of distribution line failures at different periods.Several comparison schemes are developed to test the performance of flexible resources in enhancing the resilience of distribution networks.The numerical results show that the number of line hardening and the installation number of DG/ESS/SOP affect the resilience of distribution networks.Compared with the scheme without any optimization measures,the de-energized loads obtained by the optimization scheme considering the coordination of flexible resources is reduced by 97%,and all the de-energized loads are third priority loads. The following conclusions can be drawn from the study:(1)The proposed spatiotemporal evolution model of typhoon and the fault model of distribution line can effectively simulate the internal mechanism of the influence of typhoon on the failure probability of distribution lines.(2)In terms of resilience enhancement effects,the deployments of DG and SOP are better than line hardening and BSS measure.(3)The coordination of flexible resources greatly reduces the amount of de-energized loads and enhances the resilience of distribution networks compared with the optimization schemes that use only a single measure.关键词
台风灾害/灵活性资源/弹性提升/时空特性/鲁棒优化Key words
Typhoon disasters/flexible resources/resilience enhancement/spatiotemporal characteristics/robust optimization分类
信息技术与安全科学引用本文复制引用
肖娟霞,李勇,韩宇,乔学博,钟俊杰..计及台风时空特性和灵活性资源协同优化的配电网弹性提升策略[J].电工技术学报,2024,39(23):7430-7446,17.基金项目
国家重点研发计划政府间国际科技创新合作重点项目(2022YFE0129300)和国家自然科学基金联合基金重点支持项目(U22B200134)资助. （2022YFE0129300）
