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基于智能交通卡数据的城市轨道交通乘客个体路径选择模型
引用本文:王沙沙,孙会君.基于智能交通卡数据的城市轨道交通乘客个体路径选择模型[J].山东科学,2018,31(1):72.
作者姓名:王沙沙  孙会君
作者单位:北京交通大学交通运输学院,北京 100044
基金项目:国家自然科学基金(71771018)
摘    要:在分析城市轨道交通乘客旅行时间组成要素的基础上,提出了一种基于智能交通卡数据的乘客个体路径选择模型,克服了传统路径选择模型只考虑群体路径选择的弊端。通过分析轨道交通刷卡出行的特点,建立了乘客旅行时间模型,确立了各旅行时间要素并分析了其独立性。对出行要素进行了估计,计算出路径旅行时间,提出了乘客个体的出行路径选择模型。以北京地铁网络为案例,分析了乘客个体的路径选择,并用实际数据验证了模型的有效性。

关 键 词:城市交通  智能交通卡数据  路径选择  轨道交通  
收稿时间:2017-08-01

Passenger individual route choice model for urban rail transit based on traffic smart card data
WANG Sha-sha,SUN Hui-jun.Passenger individual route choice model for urban rail transit based on traffic smart card data[J].Shandong Science,2018,31(1):72.
Authors:WANG Sha-sha  SUN Hui-jun
Institution:School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044
Abstract:Based on the analysis of the components of passenger travel time in urban rail transit, a traffic smart card data based model for personal route choice was proposed in this paper, which overcame the disadvantages of traditional path selection models only taking route selection for group into account. Firstly, by analyzing the characteristics of rail transit trip using smart card, the travel time model was established, the travel time factors were confirmed, and their independence was analyzed. Then, travel factors were estimated, the route travel time was calculated, and the personal travel route choice model was proposed. Finally, taking the Beijing metro network as a case, the personal route choice was analyzed, and the effectiveness of the model was verified by the actual data.
Keywords:rail transit  route choice  traffic smart card data  urban traffic  
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