Simulation of wheel and rail profile wear: a review of numerical models

N Bosso, M Magelli, N Zampieri - Railway Engineering Science, 2022 - Springer
The development of numerical models able to compute the wheel and rail profile wear is
essential to improve the scheduling of maintenance operations required to restore the …

Adaptive surrogate model with active refinement combining Kriging and a trust region method

B Gaspar, AP Teixeira, CG Soares - Reliability Engineering & System Safety, 2017 - Elsevier
The reliability analysis of engineering structural systems with limit state functions defined
implicitly by time-consuming numerical models (eg finite element analysis structural models) …

Numerical calculation of wear in rolling contact based on the Archard equation: Effect of contact parameters and consideration of uncertainties

B Liu, S Bruni, R Lewis - Wear, 2022 - Elsevier
Wear in rolling contact is a complex phenomenon because it is multi-scale and multi-
physical by nature and involves many strongly correlated parameters. It makes the …

Reliability modelling of wheel wear deterioration using conditional bivariate gamma processes and Bayesian hierarchical models

X Dai, S Qu, H Sui, P Wu - Reliability Engineering & System Safety, 2022 - Elsevier
Wear of wheel profiles is a common degradation process that significantly impacts the
reliability of wheelsets. In this study, a conditional bivariate Gamma process is constructed to …

Predicting railway wheel wear by calibrating existing wear models: principle and application

Y Ye, C Huang, J Zeng, S Wang, C Liu, F Li - Reliability Engineering & …, 2023 - Elsevier
The accuracy of physics-based wheel wear prediction approaches depends not only on the
vehicle-track dynamics model but more importantly on the wear model. The currently …

Prediction of wheel profile wear and vehicle dynamics evolution considering stochastic parameters for high-speed train

R Luo, H Shi, W Teng, C Song - Wear, 2017 - Elsevier
The aim of this paper is to accurately predict the evolution of wheel profile wear and related
vehicle dynamics for high-speed trains by considering the stochastic wheel/rail interactions …

Prediction of plastic deformation and wear in railway crossings–Comparing the performance of two rail steel grades

R Skrypnyk, M Ekh, JCO Nielsen, BA Pålsson - Wear, 2019 - Elsevier
Railway crossings are subjected to a severe load environment leading to damage and
degradation of rail profiles. The damage is the result of the high magnitudes of contact …

A new physics-based data-driven guideline for wear modelling and prediction of train wheels

Y Zeng, D Song, W Zhang, B Zhou, M Xie, X Tang - Wear, 2020 - Elsevier
Wear modelling of train wheels has long been an important research topic; both physics-
based and data-based methods have some weaknesses. To bridge the gap between them …

A data‐driven maintenance policy for railway wheelset based on survival analysis and Markov decision process

M de Almeida Costa… - Quality and …, 2021 - Wiley Online Library
Wheelsets absorb a significant part of the maintenance budget of any train operating
company. Although wheel wear has been an extensively discussed topic in the literature …

Unifying model-based prognosis with learning-based time-series prediction methods: Application to li-ion battery

T Aggab, M Avila, P Vrignat, F Kratz - IEEE Systems Journal, 2021 - ieeexplore.ieee.org
In this article, we propose a practical prognosis approach. It estimates online the remaining
duration of the system before the system performance requirements are no longer met to …