铁道运输与经济2024，Vol.46Issue(1)：1-9,9.DOI:10.16668/j.cnki.issn.1003-1421.2024.01.01
基于人工智能的列车运行图智能编制技术体系框架研究
Research on the Framework of Intelligent Train Working Diagram Compilation Technology System Based on Artificial Intelligence
摘要
Abstract
Train working diagram is the core of railway transportation organization,and its preparation quality directly affects the comprehensive efficiency of railway operation management,labor production,and resource allocation.It is the latest development trend in the field of railway transportation to apply cutting-edge artificial intelligence technology to train working diagram preparation,aiming at solving the efficiency and quality optimization problems of normalized preparation of train operation diagram under large-scale and complex railway network conditions.This paper analyzed the current situation of train operation chart compilation in China.Based on summarizing the theoretical research on train operation chart compilation at home and abroad,the task objectives,rule constraints,and strategy method system of train operation chart compilation were sorted out.Combined with artificial intelligence big data,big computing power,big models,and big application theory,the overall architecture of intelligent train operation chart compilation was constructed,and a high speed intelligent calculation platform technology architecture for train operation charts based on artificial intelligence was designed.This paper created an overall route for intelligent compilation of train working diagrams based on artificial intelligence,and proposed key technologies that need to be breakthroughs in the next step of development,aiming to provide reference basis for the development of intelligent compilation technology of train working diagrams based on artificial intelligence.关键词
人工智能/列车运行图/智能编制/技术体系/框架研究Key words
Artificial Intelligence/Train Working Diagram/Intelligent Organization/Technical System/Framework Research分类
交通工程引用本文复制引用
蒋辉,李博,贺俊源..基于人工智能的列车运行图智能编制技术体系框架研究[J].铁道运输与经济,2024,46(1):1-9,9.基金项目
中国国家铁路集团有限公司科技研究开发计划课题(P2021X008) （P2021X008）
中国铁道科学研究院集团有限公司科研项目(2023YJ160) （2023YJ160）
