Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach

doi:10.1109/JAS.2022.105530

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	Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach
	Xingtang Wu; Mingkun Yang; Wenbo Lian; Min Zhou; Hongwei Wang; Hairong Dong
刊名	IEEE/CAA Journal of Automatica Sinica
	2023
卷号	10 期号:10 页码:2014-2025
关键词	Delay propagation double layer network high speed rail network max-plus algebra
ISSN号	2329-9266
DOI	10.1109/JAS.2022.105530
英文摘要	High-speed rail (HSR) has formed a networked operational scale in China. Any internal or external disturbance may deviate trains’ operation from the planned schedules, resulting in primary delays or even cascading delays on a network scale. Studying the delay propagation mechanism could help to improve the timetable resilience in the planning stage and realize cooperative rescheduling for dispatchers. To quickly and effectively predict the spatial-temporal range of cascading delays, this paper proposes a max-plus algebra based delay propagation model considering trains’ operation strategy and the systems’ constraints. A double-layer network based breadth-first search algorithm based on the constraint network and the timetable network is further proposed to solve the delay propagation process for different kinds of emergencies. The proposed model could deal with the delay propagation problem when emergencies occur in sections or stations and is suitable for static emergencies and dynamic emergencies. Case studies show that the proposed algorithm can significantly improve the computational efficiency of the large-scale HSR network. Moreover, the real operational data of China HSR is adopted to verify the proposed model, and the results show that the cascading delays can be timely and accurately inferred, and the delay propagation characteristics under three kinds of emergencies are unfolded.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/52399]
专题	自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Xingtang Wu,Mingkun Yang,Wenbo Lian,et al. Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach[J]. IEEE/CAA Journal of Automatica Sinica,2023,10(10):2014-2025.
APA	Xingtang Wu,Mingkun Yang,Wenbo Lian,Min Zhou,Hongwei Wang,&Hairong Dong.(2023).Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach.IEEE/CAA Journal of Automatica Sinica,10(10),2014-2025.
MLA	Xingtang Wu,et al."Cascading Delays for the High-Speed Rail Network Under Different Emergencies: A Double Layer Network Approach".IEEE/CAA Journal of Automatica Sinica 10.10(2023):2014-2025.