Typhoon related cascading fault chain dynamic evolution model and risk mitigation in distribution systems

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS
Ying Du , Junxiang Zhang , Yuntian Chen , Haoran Zhang , Haoran Ji , Chengshan Wang , Jinyue Yan
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引用次数: 0

Abstract

The resilience of distribution system is severely influenced by typhoon disasters and the secondary disasters such as floods and debris flows. The cascading propagation of typhoon disasters, coupled with the cascading propagation of faults in distribution systems, creates a dual-coupling dynamic that results in large-scale faults. The key to mitigating losses from typhoon-related cascading faults lies in understanding the potential paths of cascading propagation and taking corresponding measures to preemptively interrupt the chain propagation. In this paper, based on the analysis of actual typhoon related fault data of Guangzhou, China, we created the knowledge graph of the typhoon related cascading fault chains and modeled the chain formation mechanism, successfully integrating the distribution systems and the typhoon disaster propagation systems. We also achieved the dynamic evolution of typhoon related cascading fault chains by using system dynamics. In the case studies of Guangzhou, we selected three typical typhoon related fault scenarios, and then the proposed model is utilized to capture the fault cascading pathway, which can help mitigate typhoon related fault risks in distribution systems.
台风相关级联故障链动态演化模型与配电系统风险缓解
配电系统的抗灾能力受到台风灾害以及洪水和泥石流等次生灾害的严重影响。台风灾害的级联传播与配电系统故障的级联传播形成双重耦合动态,导致大规模故障。减轻台风相关级联故障损失的关键在于了解级联传播的潜在路径,并采取相应措施预先阻断链式传播。本文在分析中国广州实际台风相关故障数据的基础上,创建了台风相关级联故障链知识图谱,并对故障链的形成机理进行了建模,成功地将配电系统与台风灾害传播系统集成在一起。我们还利用系统动力学实现了台风相关级联故障链的动态演化。在广州的案例研究中,我们选取了三个典型的台风相关故障场景,然后利用所提出的模型捕捉故障级联路径,这有助于降低配电系统的台风相关故障风险。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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