AI算法在新能源汽车续航里程的应用研究

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中图分类号：U469.72 文献标识码：A 文章编号：1003-8639（2026）02-0014-03

Research on the Application of AI Algorithms in the Driving Range of New Energy Vehicles

Hu Yahui

（School of Automotiveand Rail Transit，Luoyang Polytechnic College，Luoyang 471Ooo，China）

【Abstract】The precise estimation and optimization of the driving range of electric vehicles is a key issue in the developmentof the new energy vehicle industry，which is influenced bymultiple dimensions such as the driver's driving characteristics，batterystates，environmentalfactors，andenergymanagement strategies.Thisarticle takes AIalgorithms asthe core toexploretheirapplicationinthefieldof electric vehicledrivingrange.It focuses onanalyzing theimpactof drivers'driving characteristics on driving range and AImodeling methods，sorts out the technological development of AI algorithms indriving range estimation，and elaborates onthepracticalapplicationpath throughrelevantcases.Finally，it looksforwardtothechallngesandfuturedirectionsinthisfield，andprovidesareferencefortheoptimizationof electric vehicle range technology.

【Keywords】new energy vehicles；AI algorithm;driving characteristics；range estimation

0 引言

随着新能源汽车渗透率的持续提升，用户对续航里程的可靠性与精准性需求愈发迫切。（剩余4284字）