Choices of intercity multimodal passenger travel modes

被引:12
作者
Feng, Yingzi [1 ]
Zhao, Jiandong [1 ,2 ]
Sun, Huijun [1 ,2 ]
Wu, Jianjun [1 ,3 ]
Gao, Ziyou [1 ,2 ]
机构
[1] Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing, Peoples R China
[2] Beijing Jiaotong Univ, Key Lab Transport Ind Big Data Applicat Technol Co, Minist Transport, Beijing, Peoples R China
[3] Beijing Jiaotong Univ, State Key Lab Railway Traff Control & Safety, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Urban agglomeration; Mode choice model; Generalized cost function; Two-Stage Path-Size Weibit model; Multimodal; HIGH-SPEED TRAIN; TIME RELIABILITY; AIR TRANSPORT; COMPETITION;
D O I
10.1016/j.physa.2022.127500
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In recent years, transportation problems have evolved from city transportation problems to urban agglomeration problems. Thus, the development of Chinese transportation cannot neglect the role of Inter-City transportation being the infrastructural framework. Keep abreast of Inter-City passengers' choice behaviors can support the operation of multi-transportation systems. First, to better address the large deviation between the impedance function and the travelers' perceived cost, we construct the generalized cost function with seven terms, which are car time, waiting time, walking time, access/egress times, ticket price, transfer penalty and comfort level respectively, with reliability and security being taken into considerations. Second, pointing at the problem of low accuracy in calculating the sharing rate of various transportation modes under different traffic systems, we proposed a Two-Stage Path-Size Weibit (TS-PSW) model to calculate the sharing rate of multi-mode passenger flow between cities respectively. After that, we decomposed the TS-PSW model into two-layer Path-Size Weibit (PSW) model by the Two-Stage estimation method, and used the maximum likelihood estimation to solve PSW model respectively. Finally, using the intercity transportation networks (Chengdu- Chongqing, Guangzhou-Qingyuan, Beijing-Zhangjiakou) as background, compare six discrete choice models' calculation results. Result shows that the passenger flow sharing rate curve calculated by TS-PSW Model is evidently the closest to the actual transportation modes, the maximum error from Chengdu to Chongqing is 6.60%, the minimum is 3.80%, the maximum error from Beijing to Zhangjiakou is 10.20%, and the minimum is 3.30%. Results verify the effectiveness of the proposed generalized cost function and mode choice model. The upcoming Winter Olympics will be held during the Spring Festival, other events will not be arranged at the same time. Therefore, travel demand will increase significantly. Improving the mode choice model and verifying its effectiveness on multiple intercity networks, especially the Beijing-Zhangjiakou network, can provide theoretical support for mastering passenger travel mode selection during the future Winter Olympics and further improving transportation planning and related deployment.(c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:17
相关论文
共 41 条
[1]  
[Anonymous], 2011, UCBITSCWP20112 CCIT
[2]  
Ben-Akiva M.., 1999, DISCRETE CHOICE METH, V23, P5, DOI [10.1007/978-1-4615-5203-1_2, DOI 10.1007/978-1-4615-5203-1_2]
[3]   GIS aided sustainable urban road management with a unifying queueing and neural network model [J].
Bi, Huibo ;
Shang, Wen-Long ;
Chen, Yanyan ;
Wang, Kezhi ;
Yu, Qing ;
Sui, Yi .
APPLIED ENERGY, 2021, 291
[4]   Cooperative and Energy-Efficient Strategies in Emergency Navigation Using Edge Computing [J].
Bi, Huibo ;
Shang, Wen-Long ;
Chen, Yanyan .
IEEE ACCESS, 2020, 8 :54441-54455
[5]  
Bingfeng S. I., 2008, J TRANSPORTATION SYS, V8, P68, DOI DOI 10.3969/J.ISSN.1009-6744.2008.01.011
[6]   A discrete choice model incorporating thresholds for perception in attribute values [J].
Cantillo, Victor ;
Heydecker, Benjamin ;
Ortuzar, Juan de Dios .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2006, 40 (09) :807-825
[7]   Valuation of travel time reliability from a GPS-based experimental design [J].
Carrion, Carlos ;
Levinson, David .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 35 :305-323
[8]   Value of travel time reliability: A review of current evidence [J].
Carrion, Carlos ;
Levinson, David .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2012, 46 (04) :720-741
[9]   An elastic demand schedule-based multimodal assignment model for the simulation of high speed rail (HSR) systems [J].
Cascetta, Ennio ;
Coppola, Pierluigi .
EURO JOURNAL ON TRANSPORTATION AND LOGISTICS, 2012, 1 (1-2) :3-27
[10]   Closed form expressions for choice probabilities in the Weibull case [J].
Castillo, Enrique ;
Menendez, Jose Maria ;
Jimenez, Pilar ;
Rivas, Ana .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2008, 42 (04) :373-380