人工智能驱动的汽车发动机性能优化分析

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中图分类号：U464.17 文献标识码：A 文章编号：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

汽车发动机作为车辆的核心部件，其性能优化始终是技术革新的重点领域。（剩余3476字）