同济大学学报(自然科学版)2026,Vol.54Issue(1):31-39,9.DOI:10.11908/j.issn.0253-374x.24241
基于渗流理论的城市交通网络与供水管网级联失效分析
Assessment of Cascading Failures in Transportation and Water Supply Networks Based on Percolation Theory
摘要
Abstract
To address the modeling and quantitative assessment of cascading failures in emergency events induced by the coupling between transportation networks and water supply networks,this study takes the central urban area of Shanghai as a case study.Using Taxi GPS data,along with GIS(geographic information system)data for road and water supply networks,it constructs a dynamically coupled network through spatial matching and temporal attribute integration.Based on percolation theory,it proposes a network influence index to quantify the impacts of cascading failures.The results indicate that there are significant spatiotemporal coupling effects between the transportation network and the water supply network.In particular,during peak hours,failures in the water supply network have a direct impact on the connectivity and operational efficiency of the transportation network.Furthermore,by developing decoupling strategies,it proposes optimization schemes for network planning and maintenance,which can reduce cross-network cascading failure effects between the two networks.These findings provide a useful reference for enhancing the resilience,safety,and operational reliability of critical urban infrastructure systems.关键词
供水管网/交通网络/耦合网络/复杂网络/渗流理论/级联失效Key words
water supply network/transportation network/coupled network/complex network/percolation theory/cascading failure分类
建筑与水利引用本文复制引用
胡群芳,张昱,宋朝阳,赫磊,车德路,苏展..基于渗流理论的城市交通网络与供水管网级联失效分析[J].同济大学学报(自然科学版),2026,54(1):31-39,9.基金项目
国家重点研发计划(2022YFC3801000) (2022YFC3801000)
上海市2022年度"科技创新行动计划"社会发展科技攻关项目(22dz1201200,22dz1200402) (22dz1201200,22dz1200402)
上海城投水务(集团)有限公司科技项目(KY.WB.23.012) (集团)