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Author:

Jia, Jianlin (Jia, Jianlin.) | Huang, Yuwen (Huang, Yuwen.) | Zhang, Wanting (Zhang, Wanting.) | Chen, Yanyan (Chen, Yanyan.) (Scholars:陈艳艳) | Liu, Zhuo (Liu, Zhuo.)

Indexed by:

SCIE

Abstract:

Multimodal public transport network (MPTN) plays an important role in relieving road traffic pressure for metropolitan area. Nevertheless, the impact of an accident happened in an individual station may not only disrupt the station itself or the single lines that go through the station but also spread over the whole network. Therefore, identifying the vulnerable stations is essential for improving the MPTN management against the systematic risk caused by accidents. In this paper, we proposed a route diversity-based approach to measure the vulnerability of stations in MPTN based on the complex network theory. The route constraint parameters were established to reflect the travel time restriction in constructing the set of passengers' acceptable routes. In addition, an algorithm was formulated to rapidly calculate the route diversity index and meanwhile avoid the "overlapping routes" problem. A simple virtual network was used as a numerical example to compare the proposed approach with the vulnerability evaluation approaches based on degree centrality and betweenness centrality. Finally, the proposed approach was applied to the MPTN of Beijing to explain its effectiveness and potential applications. The results show that the proposed method can efficaciously estimate vulnerable nodes compared with degree centrality and betweenness centrality. Meanwhile, the acceptable routes between any OD pairs in the MPTN are 1-10 according to the constrained parameter. In addition, the average number of acceptable routes between OD pairs of Beijing MPTN is 3.649. By ranking the stations according to their vulnerability, it can be found that the top 5 vulnerable stations are all external traffic hubs or the stations around famous commercial areas. The results suggest that these stations are significant for external transport as well as crucial for internal urban transportation systems. The research output could contribute to the MPTN management in accident prevention and emergency handling.

Keyword:

acceptable routes complex network vulnerable station multi-modal public transport routes diversity

Author Community:

  • [ 1 ] [Jia, Jianlin]Inner Mongolia Univ Technol, Key Lab Civil Engn Struct & Mech, Hohhot 010051, Peoples R China
  • [ 2 ] [Huang, Yuwen]Inner Mongolia Univ Technol, Key Lab Civil Engn Struct & Mech, Hohhot 010051, Peoples R China
  • [ 3 ] [Zhang, Wanting]Inner Mongolia Univ Technol, Key Lab Civil Engn Struct & Mech, Hohhot 010051, Peoples R China
  • [ 4 ] [Chen, Yanyan]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 5 ] [Liu, Zhuo]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China

Reprint Author's Address:

  • [Jia, Jianlin]Inner Mongolia Univ Technol, Key Lab Civil Engn Struct & Mech, Hohhot 010051, Peoples R China;;

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Source :

JOURNAL OF ADVANCED TRANSPORTATION

ISSN: 0197-6729

Year: 2024

Volume: 2024

2 . 3 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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