Passenger flow prediction model of the newly constructed urban rail transit line

Zhipeng Wang

doi:10.1061/9780784413753.198

Passenger flow prediction model of the newly constructed urban rail transit line

Zhipeng Wang^*

^*Corresponding author for this work

Southwest Jiaotong University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

The newly constructed line of urban rail transit will come into being as a series of influences on the whole city public transportation network, which includes the urban rail transit network. Based on the analysis of the mechanism of influence produced in a newly constructed urban rail transit line on urban public traffic network, this paper builds a passenger prediction framework and constructs the prediction model. Finally, it combined the passenger volume forecast of Metro line 3 in Chengdu to verify the model. Prediction results show that the model has strong adaptability. It can be used to predict the passenger flow of a new line of urban rail transit.

Original language	English
Title of host publication	ICLEM 2014
Subtitle of host publication	System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management
Editors	Jin Zhang, Xiaoqiang Zhang, Ping Yi, Kun Wang
Publisher	American Society of Civil Engineers (ASCE)
Pages	1301-1306
Number of pages	6
ISBN (Electronic)	9780784413753
DOIs	https://doi.org/10.1061/9780784413753.198
State	Published - 2014
Externally published	Yes
Event	2014 4th International Conference of Logistics Engineering and Management: System Planning, Supply Chain Management, and Safety, ICLEM 2014 - Shanghai, China Duration: 9 Oct 2014 → 11 Oct 2014

Publication series

Name	ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management

Conference

Conference	2014 4th International Conference of Logistics Engineering and Management: System Planning, Supply Chain Management, and Safety, ICLEM 2014
Country/Territory	China
City	Shanghai
Period	9/10/14 → 11/10/14

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 11 Sustainable Cities and Communities

Access to Document

10.1061/9780784413753.198

Cite this

Wang, Z. (2014). Passenger flow prediction model of the newly constructed urban rail transit line. In J. Zhang, X. Zhang, P. Yi, & K. Wang (Eds.), ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management (pp. 1301-1306). (ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management). American Society of Civil Engineers (ASCE). https://doi.org/10.1061/9780784413753.198

Wang, Zhipeng. / Passenger flow prediction model of the newly constructed urban rail transit line. ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management. editor / Jin Zhang ; Xiaoqiang Zhang ; Ping Yi ; Kun Wang. American Society of Civil Engineers (ASCE), 2014. pp. 1301-1306 (ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management).

@inproceedings{1530414e006946d793d0d54254eba61d,

title = "Passenger flow prediction model of the newly constructed urban rail transit line",

abstract = "The newly constructed line of urban rail transit will come into being as a series of influences on the whole city public transportation network, which includes the urban rail transit network. Based on the analysis of the mechanism of influence produced in a newly constructed urban rail transit line on urban public traffic network, this paper builds a passenger prediction framework and constructs the prediction model. Finally, it combined the passenger volume forecast of Metro line 3 in Chengdu to verify the model. Prediction results show that the model has strong adaptability. It can be used to predict the passenger flow of a new line of urban rail transit.",

author = "Zhipeng Wang",

note = "Publisher Copyright: {\textcopyright} 2014 American Society of Civil Engineers.; 2014 4th International Conference of Logistics Engineering and Management: System Planning, Supply Chain Management, and Safety, ICLEM 2014 ; Conference date: 09-10-2014 Through 11-10-2014",

year = "2014",

doi = "10.1061/9780784413753.198",

language = "英语",

series = "ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management",

publisher = "American Society of Civil Engineers (ASCE)",

pages = "1301--1306",

editor = "Jin Zhang and Xiaoqiang Zhang and Ping Yi and Kun Wang",

booktitle = "ICLEM 2014",

address = "美国",

}

Wang, Z 2014, Passenger flow prediction model of the newly constructed urban rail transit line. in J Zhang, X Zhang, P Yi & K Wang (eds), ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management. ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management, American Society of Civil Engineers (ASCE), pp. 1301-1306, 2014 4th International Conference of Logistics Engineering and Management: System Planning, Supply Chain Management, and Safety, ICLEM 2014, Shanghai, China, 9/10/14. https://doi.org/10.1061/9780784413753.198

Passenger flow prediction model of the newly constructed urban rail transit line. / Wang, Zhipeng.
ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management. ed. / Jin Zhang; Xiaoqiang Zhang; Ping Yi; Kun Wang. American Society of Civil Engineers (ASCE), 2014. p. 1301-1306 (ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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PY - 2014

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N2 - The newly constructed line of urban rail transit will come into being as a series of influences on the whole city public transportation network, which includes the urban rail transit network. Based on the analysis of the mechanism of influence produced in a newly constructed urban rail transit line on urban public traffic network, this paper builds a passenger prediction framework and constructs the prediction model. Finally, it combined the passenger volume forecast of Metro line 3 in Chengdu to verify the model. Prediction results show that the model has strong adaptability. It can be used to predict the passenger flow of a new line of urban rail transit.

AB - The newly constructed line of urban rail transit will come into being as a series of influences on the whole city public transportation network, which includes the urban rail transit network. Based on the analysis of the mechanism of influence produced in a newly constructed urban rail transit line on urban public traffic network, this paper builds a passenger prediction framework and constructs the prediction model. Finally, it combined the passenger volume forecast of Metro line 3 in Chengdu to verify the model. Prediction results show that the model has strong adaptability. It can be used to predict the passenger flow of a new line of urban rail transit.

UR - https://www.scopus.com/pages/publications/84933518810

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DO - 10.1061/9780784413753.198

M3 - 会议稿件

AN - SCOPUS:84933518810

T3 - ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management

SP - 1301

EP - 1306

BT - ICLEM 2014

A2 - Zhang, Jin

A2 - Zhang, Xiaoqiang

A2 - Yi, Ping

A2 - Wang, Kun

PB - American Society of Civil Engineers (ASCE)

T2 - 2014 4th International Conference of Logistics Engineering and Management: System Planning, Supply Chain Management, and Safety, ICLEM 2014

Y2 - 9 October 2014 through 11 October 2014

ER -

Wang Z. Passenger flow prediction model of the newly constructed urban rail transit line. In Zhang J, Zhang X, Yi P, Wang K, editors, ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management. American Society of Civil Engineers (ASCE). 2014. p. 1301-1306. (ICLEM 2014: System Planning, Supply Chain Management, and Safety - Proceedings of the 2014 International Conference of Logistics Engineering and Management). doi: 10.1061/9780784413753.198

Passenger flow prediction model of the newly constructed urban rail transit line

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