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Author:

Ma, Siyong (Ma, Siyong.) | Weng, Jiancheng (Weng, Jiancheng.) | Wang, Chang (Wang, Chang.) | Alivanistos, Dimitrios (Alivanistos, Dimitrios.) | Lin, Pengfei (Lin, Pengfei.)

Indexed by:

Scopus SCIE PubMed

Abstract:

Urban public transport is a very essential mode for urban residents' commute travel; however, the unbalanced spatial and temporal distribution of travel demand usually leads to passenger flow congestion risk at certain section and time. Meanwhile, the risk is short of quantified description. Based on the Pressure-State-Response framework, the study puts forward three bus passenger flow congestion risk evaluation indexes including the alternative pressure, the congestion intensity, and the transport efficiency. Then, the evaluation model is proposed based on the entropy method, and the risk is divided into four levels by K-means clustering. The article considers the 3rd Ring Road corridor in Beijing as a case to identify the risk level. The results show that the risk in the peak hours of weekdays is generally about 1.5 times higher than the risk in the weekends. The congestion risk is stable in level 3 during the majority time of morning peak hours. The duration intensity of level 4 risk is less than 0.1 during weekdays, indicating that the highest flow congestion can be quickly evacuated in a short time. The integrated passenger risk identification and evaluation model was proposed to identify the passenger flow risk level and induce the network flow distribution more reasonable. The study also provides technical support for ensuring the public transit system safety.

Keyword:

evaluation indexes passenger flow congestion risk Pressure-State-Response framework Public transport

Author Community:

  • [ 1 ] [Ma, Siyong]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 2 ] [Weng, Jiancheng]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 3 ] [Lin, Pengfei]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China
  • [ 4 ] [Wang, Chang]China Aerosp Syst Engn Co, Beijing, Peoples R China
  • [ 5 ] [Alivanistos, Dimitrios]Vrije Univ Amsterdam, Comp Sci Dept, Knowledge Representat & Reasoning Grp, Amsterdam, Netherlands

Reprint Author's Address:

  • [Weng, Jiancheng]Beijing Univ Technol, Key Lab Transportat Engn, 100 Ping Le Yuan, Beijing 100124, Peoples R China

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Source :

SCIENCE PROGRESS

ISSN: 0036-8504

Year: 2019

Issue: 1

Volume: 103

2 . 1 0 0

JCR@2022

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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