人工智能驅(qū)動(dòng)的汽車發(fā)動(dòng)機(jī)性能優(yōu)化分析

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中圖分類號：U464.17 文獻(xiàn)標(biāo)識碼：A 文章編號：1003-8639（2025）06-0149-03

Analysis of Performance Optimizationof Automotive EnginesDrivenbyArtificial Intelligenc

Cheng Jian

（SAICVolkswagen Automotive Co.，Ltd.，Shanghai 2018O5，China

【Abstract】 With the inteligent transformation of the automotive industry，traditional engine optimization methods aredifculttomettherequirementsofdynamicadaptabilityandglobaleficiency.Thearticletakesartificialinteligence technologyasthecoreand，through thesynergyofdata-drivenmodelingand inteligentcontrol strategies，constructs the technical routeof "data acquisition-feature processng-algorithm analysis-control execution".Tests show thatthisscheme shortens power response delay to 48ms（only 25% of the traditional strategy）.The comprehensive emission factor decreased by 38% ，therotational speed fluctuation was optimizedto 0.9% ，and the fuel efficiency of the 2O，000- kilometer road test on the plateau increased by 17%

【Key words】artificial inteligence；automobile engine；performance optimization；machine learning;control system

0 引言

汽車發(fā)動(dòng)機(jī)作為車輛的核心部件，其性能優(yōu)化始終是技術(shù)革新的重點(diǎn)領(lǐng)域。（剩余3476字）