Journal
RELIABILITY ENGINEERING & SYSTEM SAFETY
Volume 223, Issue -, Pages -Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.ress.2022.108515
Keywords
Emergency Response; Intercity Evacuation; Multi-modal Transportation; Network Design Problem
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This research proposes a solution to the evacuation planning problem for stranded passengers during high-speed railway disruptions. By investing in multi-modal transportation and optimizing scheduling, the efficiency of evacuation is improved and risks are reduced. In a real case study, the proposed strategy shows lower risk and cost compared to other strategies, achieving an evacuation equilibrium successfully.
High-speed railway, the backbone for the multi-modal corridor of metropolitan areas, stimulates intercity commute and travel. With growing intercity railway demand, the risk of in-station congestion and passenger anxiety should be taken seriously after rail disruptions. This research defines an evacuation planning problem for stranded passengers along the interrupted line which is regarded to be in series and growing with time. The proposed multi-modal evacuation-based approach responds to the risk of in-station congestion and reflects the mitigation efficiency of investing in multi-modal schedules. The post-disruption transit system for evacuation is formulated by demand, operation, routing, and transfers, upon which the bi-objective bi-level optimization model for multi-modal scheduling and routing is based. A hybrid NSGA-II and ant colony optimization algorithm are proposed to solve the model. A case study applies three transit-based response strategies on a high-speed railway disruption on the Beijing-Hebei metropolitan corridor. Results show that proposed strategy provides a lower level of risk with acceptable cost and evacuation equilibrium points relative to other strategies, and differentiate transit passengers in groups resulting in less delay and left quantity. With the investment in capacity on high-speed modes, like helicopters and high-speed trains, the evacuation speed for both pick-up and travel is increased, and the evacuated quantity is improved.
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