AI赋能城市轨道交通监控BI系统的设计与实现

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中图分类号：U239.5 文献标志码：A 文章编号：2095-2945（2025）34-0025-05

Abstract：Inresponse toissuessuchasloweficiencyinhandling massivedataandweak decisionsupportcapabilitiesin urbanrailtransitoperationmanagement，aBIsystemsoutionforrailtransitmonitoringbasedonartificialintellgenceechology isdesigned.Thesystemintegratestechnologies，suchasbigdataprocessing，dpleaing，knowledgegraph，andvisualaalysis toconstructafive-layerarchitecturethatincudesthedataacess layer，dataprocesinglayerdatastoragelayer，busineslogic layer，andaplicationdisplaylayer.Coremodulesincludeamulti-sourceheterogeneousdatafusionmodule，anST-GCN-based passengerflowpredictionmodel，equipmenthealthmanagementbasedondigitaltwins，securitymonitoringwithintegratedvideo intellgentanalysis，andadecisionsupportsystembasedonreinforcementlearning.TheintegrationofAItechnologywithheBI systemcanefectivelyaddressissuesinrailtransitoperationmanagement，enhanceintellgentmaintenancelevels，andprovide strong support for operational decisions through an analysis framework based on multi-source data fusion.

Keywords：urbanrail transit;business intelligence；artificial intelligence;monitoring system；data

城市轨道交通是解决城市拥堵和缓解环境污染的一种主要手段，是我国大型城市公交的主要发展方向。（剩余6563字）