Evaluation of Travel Time Reliability for Bus Passenger Based on Mixed Logit Model

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  • 1. School of Naval Architecture, Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; 2. School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China

Online published: 2019-02-28

Abstract

Appropriate evaluation of traveler’s travel time reliability is important for understanding how the reliability influences traveler’s choice decision. Combined with SP survey design, two kinds of reliability criteria are applied and a questionnaire program which includes different decision scenes is proposed to study the characteristics of bus travelers’ evaluation of travel time reliability in the context of morning peak in Tianjin city. Questionnaire program is able to generate daily travel situations which are familiar to each respondent automatically. Mixed logit model is applied. The results provide the distribution of willingness to pay for the travel time reliability of travelers and the relation between reliability preference and different social economical characteristics. Furthermore, the results are also helpful for calculating the benefits of reliability improvement in transportation construction program, and provide meaningful references for TDM policies making.

Cite this article

NI Anning,LIU Yanchen,CUI Yuwei,LU Junli . Evaluation of Travel Time Reliability for Bus Passenger Based on Mixed Logit Model[J]. Journal of Shanghai Jiaotong University, 2019 , 53(2) : 146 -152 . DOI: 10.16183/j.cnki.jsjtu.2019.02.004

References

[1]SYSTEMATICS C. Value of travel time reliability synthesis report & workshop working paper[R]. SHRP2 Workshop on the Value of Travel Time Reliability, 2012. [2]DOUGLAS S, ELEFTERIADOU L, JIN L. Travel time reliability as a performance measure: Applying Florida’s predictive model on the state’s freeway system[C]//Presented at the 91th Annual Meeting of the Transportation Research Board. Washington, DC, USA: 2012. [3]NAM D, PARK D, KHAMKONGKHNU A.Estimation of value of travel time reliability[J]. Journal of Advanced Transportation, 2010, 39(1): 39-61. [4]LI Z, HENSHER D A, ROSE J M. Willingness to pay for travel time reliability in passenger transport: A review and some new empirical evidence[J]. Transportation Research Part E, 2010, 46(3): 384-403. [5]TILAHUN N Y, LEVINSON D M. A moment of time: Reliability in route choice using stated preference[J]. Journal of Intelligent Transportation Systems, 2010, 14(3): 179-187. [6]YANG S, ARIF M, WU Y J. Travel time reliability using Hasofer-Lind-Rackwitz-Fiessler algorithm and kernel density estimation[J]. Transportation Research Record: Journal of the Transportation Research Board, 2014, 2442: 85-95. [7]XIAO Y, COULOMBEL N, PALMA A D. The valuation of travel time reliability: Does congestion matter?[J]. Transportation Research Part B, 2016(97): 113-141. [8]LEI Fangshu, WANG Yunpeng, LU Guang-quan, et al. A travel time reliability model of urban expressways with varying levels of service[J]. Transportation Research Part C, 2014(48): 453-467. [9]李伟, 周箐楠, 周峰, 等.基于结构可靠性算法的停车换乘行程时间可靠性计算[J].东南大学学报(自然科学版), 2016, 46(1): 226-230. LI Wei, ZHOU Qingnan, ZHOU Feng, et al. Calculation of travel time reliability of park-and-ride based on structural reliability algorithm[J]. Journal of Southeast University (Natural Science Edition), 2016, 46(1): 226-230. [10]徐光明, 王英姿, 史峰, 等.基于出行时间可靠性的支路网络均衡分析[J].吉林大学学报(工学版), 2015, 45(3): 755-760. XU Guangming, WANG Yingzi, SHI Feng, et al. Traffic flow equilibrium analysis of breach network based on travel time reliability[J]. Journal of Jilin Univerisity (Engineering and Technology Edition), 2015, 45(3): 755-760. [11]杨熙宇, 李鹏凯, 曹丽艳.基于Vissim仿真的公交行程时间可靠性研究[J]. 交通信息与安全, 2014, 32(4): 52-56. YANG Xiyu, LI Pengkai, CAO Liyan. Reliability of bus travel time based on Vissim simulation[J]. Traffic Information and Security, 2014, 32(4): 52-56. [12]侯立文, 谭家美.信息条件下路段出行时间可靠性的计算[J].上海交通大学学报, 2006, 40(6): 968-972. HOU Liwen, TAN Jiamei. Computing the link travel time reliability with information provision[J]. Journal of Shanghai Jiao Tong University, 2006, 40(6): 968-972. [13]CARRION C, LENVINSON D. Value of travel time reliability: A review of current evidence[J]. Transportation Research Part A, 2012(42): 720-741.
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