汽車電器中基于大數據的實時監(jiān)控系統(tǒng)設計與優(yōu)化

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中圖分類號：U463.6 文獻標識碼：A 文章編號：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

汽車電器系統(tǒng)作為現代汽車的關鍵組成部分，其功能復雜度與集成度持續(xù)提升，對實時監(jiān)控的精準性與時效性提出了更高標準。（剩余4347字）