Machine Learning Models for Predicting Permanent Deformation in Railway Tracks
Journal article, 2024
Infrastructure
, prediction,
, validation
Permanent deformation in railways
Machine learning algorithms
, Life-cycle management
Author
Ana Ramos
CONSTRUCT-LESE Faculty of Engineering of the University of Porto
António Gomes Correia
ISISE and Department of Civil Engineering of University of Minho
Kourosh Nasrollahi
Chalmers, Mechanics and Maritime Sciences (M2), Dynamics
Jens Nielsen
Chalmers, Mechanics and Maritime Sciences (M2), Dynamics
Rui Calçada
CONSTRUCT-LESE Faculty of Engineering of the University of Porto
Transportation Geotechnics
22143912 (eISSN)
Vol. 47 2024Driving research and innovation to push Europe's rail system forward (IN2TRACK3)
Swedish Transport Administration (2021/19114), 2021-01-01 -- 2023-12-31.
European Commission (EC) (EC/H2020/101012456), 2021-01-01 -- 2023-12-31.
Research into enhanced track and switch and crossing system 2 (In2Track-2)
Swedish Transport Administration, 2018-11-01 -- 2021-10-31.
European Commission (EC) (EC/H2020/826255), 2018-11-01 -- 2021-10-31.
Areas of Advance
Transport
Subject Categories
Applied Mechanics
Infrastructure Engineering
DOI
10.1016/j.trgeo.2024.101289