汽车电器中基于大数据的实时监控系统设计与优化

打开文本图片集

中图分类号：U463.6 文献标识码：A 文章编号：1003-8639（2025）06-0146-03

gnand Optimization of Real-timeMonitoring System Based on Big Data in Automotive Electri Cheng Zheng，Wang Suhua，Song Bingbing，Liu Yanfang

（Linzhou CollegeofArchitecturalTechnology，AcademyofArtificial Intellgence，Linzhou4565oo，China）

【Abstract】Traditional monitoring methods inautomotiveelectrical systems have significant limitations in termsof dataprocessingefficiency，systemstabilityand intelligencelevel，anditisdifficulttocopewithtechallegeofrealtimeanalysisofheterogeneousdatafrommultiplesources.Therapiddevelopmentofbigdatatechnologyprovidesanew wayfor the innovationof automotiveelectrical monitoring system，and itsadvantages in mass datacollection，efficient storage，real-timeprocessngandintellgentpredictioncanfectivelyimprove theresponsespeed，reliabilityand adaptabilityof themonitoring system.Therefore，thispaperdiscuses thearchitecturedesign，keytechnologiesand optimization methodsof thereal-time monitoringsystembasedonbigdata，inorder tobuildanefficientand stable automotiveelectrical monitoring system，and toprovide theoretical support forthesafe operationand performance improvement of intelligent automotive electronic systems.

【Key words】 automotive electrical；big data；real-time monitoring

汽车电器系统作为现代汽车的关键组成部分，其功能复杂度与集成度持续提升，对实时监控的精准性与时效性提出了更高标准。（剩余4347字）