首页|A review of artificial intelligence applications in high-speed railway systems
A review of artificial intelligence applications in high-speed railway systems
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国家科技期刊平台
NETL
NSTL
万方数据
In recent years,the global surge of High-speed Railway(HSR)revolutionized ground transportation,providing secure,comfortable,and punctual services.The next-gen HSR,fueled by emerging services like video surveil-lance,emergency communication,and real-time scheduling,demands advanced capabilities in real-time per-ception,automated driving,and digitized services,which accelerate the integration and application of Artificial Intelligence(AI)in the HSR system.This paper first provides a brief overview of AI,covering its origin,evo-lution,and breakthrough applications.A comprehensive review is then given regarding the most advanced AI technologies and applications in three macro application domains of the HSR system:mechanical manufacturing and electrical control,communication and signal control,and transportation management.The literature is categorized and compared across nine application directions labeled as intelligent manufacturing of trains and key components,forecast of railroad maintenance,optimization of energy consumption in railroads and trains,communication security,communication dependability,channel modeling and estimation,passenger sche-duling,traffic flow forecasting,high-speed railway smart platform.Finally,challenges associated with the ap-plication of AI are discussed,offering insights for future research directions.
国家科技期刊平台
NSTL
万方数据
