华南理工大学学报(自然科学版) ›› 2015, Vol. 43 ›› Issue (8): 119-125.doi: 10.3969/j.issn.1000-565X.2015.08.018

• 交通运输工程 • 上一篇    下一篇

基于 IC 卡数据的地铁列车开行方案的精细化编制

郑亚晶 靳文舟   

  1. 华南理工大学 土木与交通学院,广东 广州 510640
  • 收稿日期:2014-12-29 修回日期:2015-05-04 出版日期:2015-08-25 发布日期:2015-07-01
  • 通信作者: 靳文舟(1960-),男,教授,博士生导师,主要从事交通运营调度优化研究. E-mail:ctwzhjin@scut.edu.cn
  • 作者简介:郑亚晶(1982-),男,博士,讲师,主要从事城轨运营组织、调度优化研究. E-mail: ctyjzheng@ scut.edu.cn
  • 基金资助:
    国家自然科学基金资助项目(61473122)

Elaborate Compilation of Running Plan of Subways Based on IC Card Data

Zheng Ya-jing  Jin Wen-zhou   

  1. School of Civil Engineering and Transportation,South China University of Technology,Guangzhou 510640,Guangdong,China
  • Received:2014-12-29 Revised:2015-05-04 Online:2015-08-25 Published:2015-07-01
  • Contact: 靳文舟(1960-),男,教授,博士生导师,主要从事交通运营调度优化研究. E-mail:ctwzhjin@scut.edu.cn
  • About author:郑亚晶(1982-),男,博士,讲师,主要从事城轨运营组织、调度优化研究. E-mail: ctyjzheng@ scut.edu.cn
  • Supported by:
    Supported by the National Natural Science Foundation of China(61473122)

摘要: 以 IC 卡刷卡数据为客流基础,探讨了基于 IC 卡数据的地铁列车开行方案精细化编制方法. 在分析传统地铁 OD 客流统计方法存在的问题基础上,提出了一种新的地铁列车开行方案编制方法,充分讨论乘客乘坐地铁的过程,利用数据挖掘技术对 IC 卡刷卡的原始数据进行补全、拆分,从而实现了地铁列车开行方案的精细化编制. 针对地铁 IC 卡刷卡数据的应用结果表明,文中提出的列车开行方案编制方法便于操作,和传统的地铁 OD客流统计方法相比更能适应实际客流的需要.

关键词: 地铁, 刷卡数据, 客流统计, 开行方案

Abstract: Based on the passenger flow from IC card data,this paper discusses the way of compiling the running
plan of subways based on IC card data. Then,by analyzing the problems of the traditional OD on the passenger flow of subways,a new method to compile the running plan of subways is proposed. In this new method,the process of the passengers riding the subways is taken full consideration and the data mining technology is used to complete and split the primary data of IC cards,and thus an elaborate compilation of running plan of subways is achieved. Finally,the proposed new method is used to handle the IC card data of subways. It is found that the proposed method is convenient to operate,and in comparison with the traditional methods,it is more adaptive for the needs of describing the actual passenger flow.

Key words: subways, IC card data, passenger flow statistics, running plan

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