人工智能在智能交通系统中的应用研究

中图分类号：D631.5；TP18；TP311.52 文献标志码：A 文章编码：1672-7274（2025）08-0145-03

Research on the Application of Artificial Intelligence inIntelligent Transportation Systems

BAI Changsheng （Shanxi University of Science and Technology，Jincheng O48o11，China）

Abstract： This article analyzes the current application status of artificial inteligence inareas such as traffc signal optimization，traffic flow prediction，autonomous driving，and trafic safety monitoring.It points out the problems it faces in termsofdata quality，algorithm limitations，system complexityand practical promotion.Basedon this， this article proposes countermeasures and suggestions to optimize data management， improve algorithm efciency， strengthen policysupport，and promote crossdomain integration.Building a high-qualitydata platform，improvng the collborative abilityof technical modules，reducingtechnicalcosts，and promoting pilotdemonstrationsof intellgent transportationcanefectivelypromote thedeepapplicationofartificial intellgence in intellgent transportation.Inthe future，the coordinated development ofartificial intellgenceand smart cities will providebroader prospects for the development of intelligent transportation.

Keywords： artificial intelligence; intelligent transportation system; traffic optimization; data management

1人工智能在智能交通系统中的应用现状与问题分析

1.1人工智能在智能交通中的应用现状

人工智能技术已经被广泛应用于动态交通信号优化和流量预测领域，其带来的成效明显提升了交通系统的效率。（剩余4439字）