期刊文献+

基于智能调度数据的公交IC卡乘客上车站点判断方法 被引量:15

Identifying Boarding Stops of Bus Passengers with Smart Cards Based on Intelligent Dispatching Data
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摘要 为了能够应用公交IC卡数据分析公交乘客的出行特征,对判断公交IC卡乘客上车站点的方法进行研究.以南宁市智能公交系统为例,采集公交IC卡收费系统和公交智能调度系统的运营数据,应用数据仓库技术建立智能公交数据分析平台.通过将智能调度系统数据与公交IC卡收费系统数据进行关联,判断公交IC卡乘客的上车站点,对提出的方法进行精度分析和算法实现,并应用海量的智能公交系统实际数据对算法进行了试验.研究结果表明,本文提出的方法判断公交乘客上车站点的准确率达到98%以上,算法效率满足实际应用需要,该方法能够用于公交系统的规划和管理工作. To apply smart card data to the analysis of bus passengers' travel characteristics. The paper proposes the method to identify the boarding stops of smart card passengers. Taking the advanced public transportation systems (APTS) of Nanning city in China as an example, the paper collects the operation data of automatic fare collection system and intelligent dispatching system. Then, it establishes APTS data analysis platform applying data warehouse technology. The paper also presents the method of identifying boarding stop by matching the data of intelligent dispatching system and automatic fare collection system. The accuracy of the method is analyzed and the algorithm is illustrated. Finally, the algorithm is tested on mass field data. The results show that the accuracy of identifying boarding stops of smart card passengers reaches more than 98%, the algorithm efficiency meets the requirements of practical application, and the method can be used for the planning and management of public transportation system.
作者 陈君 杨东援
出处 《交通运输系统工程与信息》 EI CSCD 北大核心 2013年第1期76-80,共5页 Journal of Transportation Systems Engineering and Information Technology
基金 国家自然科学基金项目(51208408) 陕西省教育厅科研计划项目(12JK0797) 西安建筑科技大学人才科技基金项目(RC1037)
关键词 交通工程 上车站点 智能调度系统 公交IC卡 traffic engineering boarding stop intelligent dispatching system smart card
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参考文献4

  • 1Bagchi M, Gleave S D, White P. Use of public transport smart card data for understanding travel behavior [ C ] Strasbourg, France : European TransportConference, 2003.
  • 2陈学武,戴霄,陈茜.公交IC卡信息采集、分析与应用研究[J].土木工程学报,2004,37(2):105-110. 被引量:47
  • 3Chen Jun. Validity research of Judging boarding stop by cluster analysis smart card data [ C ]//The International Conference on Remote Sensing, Environment and Transportation Engineering, 2011.
  • 4SchneiderD.VisualBasic2005程序设计[M].北京:清华大学出版社,2007.

二级参考文献1

  • 1北京市公共交通公司 北方交通大学.城市公共交通运营调度管理[M].北京:中国铁道出版社,2001..

共引文献46

同被引文献105

  • 1朱从坤,丁建霆,陈瑜.公交线路OD反推的结构化模型研究[J].哈尔滨工业大学学报,2005,37(6):851-853. 被引量:22
  • 2戴霄,陈学武.单条公交线路的IC卡数据分析处理方法[J].城市交通,2005,3(4):73-76. 被引量:25
  • 3戴霄,陈学武,李文勇.公交IC卡信息处理的数据挖掘技术研究[J].交通与计算机,2006,24(1):40-42. 被引量:23
  • 4褚浩然,郑猛,杨晓光,韩先科.出行链特征指标的提出及应用研究[J].城市交通,2006,4(2):64-67. 被引量:43
  • 5Guo Z. Transfers and path choice in urban public transport systems[D]. Cambridge: Massachusetts In- stitute of Technology, 2008.
  • 6US Department of Transportation. Advanced public transportation systems: the state of the art (update 2006) [R]. Washington DC: US Department of Trans- portation, 2006.
  • 7Florida Department of Transportation. APTS data archiving and mining system (ADAMS)[R]. Talla-hassee.Florida Department of Transportation,2007.
  • 8Hofmann M, Margaret O, Transfer journey identifi- cation and analysis from electronic fare collection da- ta[C]//IEEE. Proceedings of the 8th International IEEE Conference on Intelligent Transportation Sys- tems. Vienna: IEEE, 2005 : 34-39.
  • 9Hofmann M,Wilson S, White P. Automated identifi- cation of linked trips at trip level using electronic fare collection data[C]//TRB. Proceedings of TRB 2009 Annual Meeting. Washington 13(2 : TRB, 2009 : 315-323.
  • 10Seaborn C W. Application of smart card fare payment data to bus network planning in london, UK[D]. Cam- bridge: Massachusetts Institute of Technology, 2008.

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