Prediction of railroad track geometry change using a hybrid CNN-LSTM spatial-temporal model

X Wang, Y Bai, X Liu - Advanced Engineering Informatics, 2023 - Elsevier
Track geometry is highly important for ensuring railroad safety. Predicting track geometry
degradation can support preventive maintenance by identifying and prioritizing track …

Stochastic analysis for estimating track geometry degradation rates based on GPR and LiDAR data

S Goodarzi, HF Kashani, A Saeedi, J Oke… - Construction and Building …, 2023 - Elsevier
The estimation of track degradation rate is a challenging step in scheduling preventive
maintenance interventions due to its uncertain nature. To tackle this challenge, a large …

Using detailing concept to assess railway functional safety

I Bondarenko, T Campisi, G Tesoriere, L Neduzha - Sustainability, 2022 - mdpi.com
The ability to assess the risks of the functional safety of railway tracks allows harmonizing
characteristics of track elements under certain operating conditions under certain …

[HTML][HTML] Importance of geotechnical diagnosis in railway management: A review

JR Vivanco, P Breul, A Talon… - Transportation …, 2024 - Elsevier
Railway tracks, like all civil works, experience degradation after being put into service, thus
losing their initial design conditions. This degradation manifests itself mainly through …

Railway Track Tamping Maintenance Cycle Prediction Model Based on Power-Time-Transformed Wiener Process.

R An, L Jia, Y Tang, Y Tian… - Applied Sciences (2076 …, 2024 - search.ebscohost.com
Predicting the tamping cycles of railway track sections based on track geometry deterioration
rules is necessary to reasonably allocate the limited tamping maintenance resources …

[PDF][PDF] INNER SHEAR RESISTANCE INCREASING EFFECT OF CONCRETE CANVAS IN BALLASTED RAILWAY TRACKS.

B Eller, S Szalai, M Sysyn, D Harrach… - Scientific Bulletin of …, 2023 - researchgate.net
Purpose. To prove that the GCCM (geosynthetic cementitious composite mat)–type Concrete
Canvas (CC)–is an adequate supplementary layer on the top of the subgrade. As its …

Relationship between track geometry defect occurrence and substructure condition: A case study on one passenger railroad in the United States

X Wang, X Liu, TL Euston - Construction and Building Materials, 2023 - Elsevier
Analyzing the relationship between track geometry defect occurrence and substructure
condition can provide assistance for track inspection and spot maintenance, which …

Spatiotemporal forecasting of vertical track alignment with exogenous factors

K Kosukegawa, Y Mori, H Suyari, K Kawamoto - Scientific Reports, 2023 - nature.com
To ensure the safety of railroad operations, it is important to monitor and forecast track
geometry irregularities. A higher safety requires forecasting with higher spatiotemporal …

[HTML][HTML] Stiffness profile spectral composition & geometry deterioration of railway tracks

T Lu, R Chen, P Wang, J Wu, M Steenbergen - Engineering Structures, 2023 - Elsevier
This work addresses the contribution of the wavelength composition of the spectrum of the
rail support stiffness profile to the expected long-term settlement. To that aim, purely …

AI-Based Ballasted Track GPR Application and Development

X Qin, Z Peng, G Jing - Recent Advances and Innovative Developments in …, 2024 - Springer
The use of ground-penetrating radar (GPR) technology in railway maintenance and
inspection has gained significant attention in recent years due to its non-destructive and …