哈尔滨商业大学学报（自然科学版）2026，Vol.42Issue(1)：59-65,7.
站城融合立体网络空间数据湖仓存储设计方法
Lakehouse storage architecture design methodology for station-city integrated cyberspace
摘要
Abstract
This paper investigated data operations and maintenance in the station-city-integrated cyberspace,focusing on the key technological bottlenecks that hampered the storage and fusion of multi-source,heterogeneous data.Using the intelligent operation and maintenance system of the Shenzhen North Railway Station precinct as object,designed a data lakehouse architecture dedicated to five core datasets-structure,environment,energy,pedestrian flow,and events-generated within the station-city fusion zone.The resulting lakehouse seamlessly ingested massive,semi-structured streams from sensors,building information models(BIM),city information models(CIM),and other cross-domain sources,eliminating information silos and markedly accelerating data fusion.By delivering a unified,analytics-ready data layer,the architecture underpinned the on-the-ground deployment of smart operation and maintenance services and established a robust technical foundation for deeper integration of intelligent transportation and urban systems.关键词
数据湖仓/站城融合/多源异构数据/数据存储/深圳北站Key words
data lakehouse/station-city integration/multi-source heterogeneous data/unified storage framework/Shenzhen North Railway Station分类
信息技术与安全科学引用本文复制引用
魏露洋,方欢..站城融合立体网络空间数据湖仓存储设计方法[J].哈尔滨商业大学学报（自然科学版）,2026,42(1):59-65,7.基金项目
国家自然科学基金(No.61902002) （No.61902002）
国家重点研发计划(2023YFC3807500 （）
2023YFC3807501) （）
