动车组日班计划智能辅助编制系统的研究
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- 英文论文题名：Research on Intelligent Assistant System for Scheduling the Daily Plan of CRH Motor Train
- 论文作者：王忠凯 ; 沈明雷 ; 蒋梦婷 ; 吕飞
- 英文论文作者：Wang Zhongkai ; Shen Minglei ; Jiang Mengting ; Lv Fei ; Institute of Computing Technologies ; Chinese Academy of Railway Sciences
- 年：2016
- 作者机构：中国铁道科学研究院电子计算技术研究所;
- 论文关键词：铁路运输 ; 动车组管理信息系统 ; 动车组日班计划 ; 智能优化技术
- 英文论文关键词：Railway Transportation ; EMU Management System ; Daily Plan of CRH Motor Train ; Intelligent Optimization
- 会议召开时间：2016-11-16
- 会议录名称：第十一届中国智能交通年会大会论文集
- 语种：中文
- 分类号：U29-39
- 学会代码：ZJTX
- 会议名称：第十一届中国智能交通年会
- 会议地点：中国重庆
- 主办单位：中国智能交通协会
- 学会名称：中国智能交通协会
- 页数：8
- 文件大小：931k
- 原文格式：D
- 会议级别：全国
摘要
制定动车组日班计划是高速铁路运输组织的重要组成部分,对于加强动车组的运用与检修管理至关重要。目前我国动车组检修所采用人工方法编制该计划,人工方式不但编制效率低,而且难于实现计划的优化编制。本文梳理了日班计划的实际业务需求,以动车组管理信息系统为基础,综合各类动车组运用检修数据,研发计算机辅助计划编制系统,采用智能优化技术,提供计算机自动化计算和约束规则校验功能,支持便捷的人机交互操作,为调度人员提供决策支持。
The daily plans of CRH motor trains is an important part of the transportation organization of High-Speed Railway,and crucial to strengthen the utilization and maintenance management of CRH motor trains.While most of CRH motor train depots compile the plans manually,which not only lowers the efficiency,but also barriers the optimization of the plans.This paper analyzed the business rules and requirements of the daily plans,gathered all the related information based on EMU management system(EMIS),developed a computer aided planning system which implemented automatic calculation and constraint checking functions through intelligent optimization technologies,supported convenient man-machine interactive operations,and provided decision-making support for operators.
The daily plans of CRH motor trains is an important part of the transportation organization of High-Speed Railway,and crucial to strengthen the utilization and maintenance management of CRH motor trains.While most of CRH motor train depots compile the plans manually,which not only lowers the efficiency,but also barriers the optimization of the plans.This paper analyzed the business rules and requirements of the daily plans,gathered all the related information based on EMU management system(EMIS),developed a computer aided planning system which implemented automatic calculation and constraint checking functions through intelligent optimization technologies,supported convenient man-machine interactive operations,and provided decision-making support for operators.
引文
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[3]佟璐,聂磊,赵鹏.蚁群算法在动车组运用问题中的应用[J].交通运输系统工程与信息,2009,28(4):161-167.
[4]李华.高速铁路动车组运用计划编制理论与方法研究[D].北京:北京交通大学,2013.
[5]王忠凯,史天运,张惟皎等.动车组运用计划和检修计划一体化编制模型及算法[J].中国铁道科学,2012,33(3):102-108.
[6]王忠凯,史天运,张惟皎等.动车运用所调车作业计划优化模型与算法[J].铁道学报,2013,35(8):1-9.
[7]A Colomi,M.Dorigo,V.Maniezzo.Distributed optimization by ant colonies[J].Proceedings ofthe 1st European Conference on Artificial Life,1991,134-142.
[8]L.M.Gambardella,M.Derigo.Ant-Q:A Reinforcement Learning Approach to the Traveling Salesman Problem[J].proceedings of the 12th International Conference&Machine Learning,1995,252-260.