首页 | 本学科首页   官方微博 | 高级检索  
     检索      

基于行程时间的车辆通行连续性分析
引用本文:张天畅,石小法,李玮峰.基于行程时间的车辆通行连续性分析[J].交通运输系统工程与信息,2015,15(4):154-160.
作者姓名:张天畅  石小法  李玮峰
作者单位:同济大学道路与交通工程教育部重点实验室,上海201804
摘    要:定点检测器采集的路段行程时间样本中通常包含连续通行和非连续通行两部分,针对连续通行样本的识别,传统的固定阈值方法无法提供合理的结论.将行程时间样本时间序列化后,利用其差值的平稳随机性质,采用基于统计学的离群点检测的参数方法分离样本比传统方法更加科学有效.通过实证分析,非连续通行样本的占比是一种能够分离样本的指标.关联性分析的结论表明,该指标在4 分钟车程长度以内的路段中取值平稳,在4 分钟车程长度以上的路段中取值则受到道路等级、路段长度、交通运行状态、区位用地性质等多种因素的综合影响.

关 键 词:交通工程  通行连续性  离群点检测  行程时间  时间序列  车牌数据  
收稿时间:2015-03-06

Continuous Travel Characteristics Based on Travel Time Data
ZHANG Tian-chang,SHI Xiao-fa,LIWei-feng.Continuous Travel Characteristics Based on Travel Time Data[J].Transportation Systems Engineering and Information,2015,15(4):154-160.
Authors:ZHANG Tian-chang  SHI Xiao-fa  LIWei-feng
Institution:Key Laboratory of Road and Traffic Engineering, Ministry of Education, Tongji University, Shanghai 201804, China
Abstract:Travel time samples collected by fixed traffic detectors usually consist of two parts: continuous travel time and discontinuous travel time. In the previous study, the continuous travel time samples are recognized by the fixed threshold; however, the outcomes cannot be proved accurate and correct. Converting travel time samples to time series whose difference value is stationary stochastic process, recognition becomes more scientific and effective by using a statistical parametric method of outlier detection. The ratio of discontinuous travel data is a typical indicator of recognition based on empirical study. The results of the association analysis indicate that the ratio is stable under 4 minute ride whereas when it comes to beyond this range, the ratio is influenced by the road grade, road length, traffic condition and locational factors.
Keywords:traffic engineering  one-pass travel  outlier detection  travel time  time series  license plate data  
本文献已被 CNKI 万方数据 等数据库收录!
点击此处可从《交通运输系统工程与信息》浏览原始摘要信息
点击此处可从《交通运输系统工程与信息》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号