Machine Learning Models for Predicting Permanent Deformation in Railway Tracks
Journal article, 2024
, Life-cycle management
Machine learning algorithms
, prediction,
, validation
Infrastructure
Permanent deformation in railways
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 2024 101289Driving 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)
European Commission (EC) (EC/H2020/826255), 2018-11-01 -- 2021-10-31.
Swedish Transport Administration, 2018-11-01 -- 2021-10-31.
Areas of Advance
Transport
Subject Categories (SSIF 2011)
Applied Mechanics
Infrastructure Engineering
DOI
10.1016/j.trgeo.2024.101289