Recent applications of big data analytics in railway transportation systems: A survey

F Ghofrani, Q He, RMP Goverde, X Liu - Transportation Research Part C …, 2018 - Elsevier
Big data analytics (BDA) has increasingly attracted a strong attention of analysts,
researchers and practitioners in railway transportation and engineering. This urges the …

Railway accident prediction strategy based on ensemble learning

H Meng, X Tong, Y Zheng, G Xie, W Ji, X Hei - Accident Analysis & …, 2022 - Elsevier
Railway accident prediction is of great significance for establishing an early warning
mechanism and preventing the occurrences of accidents. Safety agencies rely on prediction …

Quantitative causal analysis of mainline passenger train accidents in the United States

CY Lin, M Rapik Saat… - … Part F: Journal of Rail and …, 2020 - journals.sagepub.com
The need for shared freight and passenger rail corridors in the United States is increasing
due to the growing demand for regional and intercity passenger transport. Several …

[PDF][PDF] A review of the state-of-the-art in railway risk management

C Martani, N Papathanasiou… - 1st Asian Conf. on Railway …, 2016 - researchgate.net
With railway in Europe carrying a consistent number of passengers and amount of goods on
an aged infrastructure network, the risk related to infrastructure is high. When it is not …

A risk-based decision support system in local railways management

A Di Graziano, V Marchetta - Journal of Rail Transport Planning & …, 2021 - Elsevier
The management of a railway infrastructure involves the collaboration of different experts
and the continuous choice between alternatives under the constraint of available economic …

Fault tree analysis of adjacent track accidents on shared-use rail corridors

CY Lin, MR Saat, CPL Barkan - Transportation Research …, 2016 - journals.sagepub.com
Adjacent-track accidents (ATAs) have been identified as an important hazard on shared-use
rail corridors. In these train accidents derailed railroad equipment intrudes on (fouls) an …

Analysis of freight train collision risk in the United States

T Turla, X Liu, Z Zhang - … Engineers, Part F: Journal of Rail …, 2019 - journals.sagepub.com
Rail transportation is pivotal for the national economy. Despite being rare, a train accident
can potentially result in severe consequences, such as infrastructure damage costs …

Modeling the Dynamic Behavior of Track Transitions Along Shared Track Corridors

W Li, W Hou, D Mishra, E Tutumluer - Frontiers in Built Environment, 2021 - frontiersin.org
This paper presents findings from an analytical modeling effort undertaken to study the
dynamic response of track transitions along shared-track corridors. A recently developed …

Data-driven railway track deterioration modeling for predictive maintenance

F Ghofrani - 2020 - search.proquest.com
Railroad track is a very complex system that involves many interactions, and thus, generates
many potential areas where a defect can occur. According to the existing literature, defects …

Оценка вероятности столкновения составов на железнодорожных станциях на основе пуассоновской модели

АН Игнатов, АИ Кибзун, ЕН Платонов - Автоматика и телемеханика, 2016 - mathnet.ru
Рассмотрена задача оценки вероятности столкновения маневровых составов с
пассажирскими поездами на железнодорожной станции. Поток маневровых составов …