A systematic review of artificial intelligence public datasets for railway applications

MJ Pappaterra, F Flammini, V Vittorini, N Bešinović - Infrastructures, 2021 - mdpi.com
The aim of this paper is to review existing publicly available and open artificial intelligence
(AI) oriented datasets in different domains and subdomains of the railway sector. The …

DEM modeling of large-scale triaxial test of rock clasts considering realistic particle shapes and flexible membrane boundary

J Zhang, X Wang, ZY Yin, Z Liang - Engineering Geology, 2020 - Elsevier
This paper presents a novel framework for the discrete modeling of the large-scale triaxial
test of rock clasts, considering both the realistic particle shapes and veritable flexible …

Simple particle shapes for DEM simulations of railway ballast: influence of shape descriptors on packing behaviour

B Suhr, K Six - Granular Matter, 2020 - Springer
In any DEM simulation, the chosen particle shape will greatly influence the simulated
material behaviour. For a specific material, eg railway ballast, it remains an open question …

Ballast contamination mechanisms: A criterial review of characterisation and performance indicators

D Bassey, B Ngene, I Akinwumi, V Akpan… - Infrastructures, 2020 - mdpi.com
Across the world, ballasted railway tracks are utilised extensively due to their cost efficiency,
ease of drainage, and capacity to withstand cyclic imposed loadings from heavy trains. In …

Abrasion evolution of steel furnace slag aggregate for railway ballast: 3D morphology analysis of scanned particles by close-range photogrammetry

A Paixão, E Fortunato - Construction and Building Materials, 2021 - Elsevier
Abstract Electric Arc Furnace steel slag aggregate has potential for wider application in
railway infrastructures. Nonetheless, its use in ballast layers, as an alternative to natural …

Search, reuse and sharing of research data in materials science and engineering—A qualitative interview study

B Suhr, J Dungl, A Stocker - PloS one, 2020 - journals.plos.org
Open research data practices are a relatively new, thus still evolving part of scientific work,
and their usage varies strongly within different scientific domains. In the literature, the …

Measuring aggregate morphologies based on three‐dimensional curvature analysis

F Wang, Y Xiao, P Cui, L Mo - Computer‐Aided Civil and …, 2022 - Wiley Online Library
Digital image processing has become the mainstream method for measuring aggregate
morphologies. However, the results of the image method are seriously affected by the laying …

Discrete element analysis of shape effect on the shear behaviors of ballast

W Hou, A Li, W Song - Scientific Reports, 2023 - nature.com
Railway ballast layer is an indispensable component of railway transport. Ballast
morphology plays an important effect in ballast-sleeper interaction and the durability of …

Discrete element modelling of track ballast capturing the true shape of ballast stones

J Mortensen, JF Faurholt, E Hovad, JH Walther - Powder Technology, 2021 - Elsevier
Railway ballast affected by heavy cyclic loading degrades and spreads resulting in an
uncomfortable transportation caused by undesirable vibrations. Restoring a well sorted track …

Spheroidal harmonics for generalizing the morphological decomposition of closed parametric surfaces

M Shaqfa, WM van Rees - Construction and Building Materials, 2024 - Elsevier
Spherical harmonics (SH) have been extensively used as a basis for analyzing the
morphology of particles in granular mechanics. The use of SH is facilitated by mapping the …