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 …

An adaptive predictive maintenance model for repairable deteriorating systems using inverse Gaussian degradation process

KT Huynh - Reliability Engineering & System Safety, 2021 - Elsevier
Predictive maintenance is a promising solution to keep the long-run operation of industrial
systems at high reliability and low cost. In this spirit, we aim to develop an adaptive …

Modeling multivariate degradation processes with time‐variant covariates and imperfect maintenance effects

X Wang, O Gaudoin, L Doyen… - … Stochastic Models in …, 2021 - Wiley Online Library
This article proposes two types of degradation models that are suitable for describing
multivariate degrading systems subject to time‐variant covariates and imperfect …

Condition-based maintenance strategy optimization of meta-action unit considering imperfect preventive maintenance based on Wiener process

X Li, Y Ran, F Wan, H Yu, G Zhang, Y He - Flexible Services and …, 2022 - Springer
With the popularization and application of technologies such as monitoring and sensing, the
application of condition-based maintenance has become increasingly widespread …

Virtual age models with time-dependent covariates: A framework for simulation, parametric inference and quality of estimation

L Brenière, L Doyen, C Bérenguer - Reliability Engineering & System Safety, 2020 - Elsevier
A repairable system faces some failures and imperfect maintenances throughout its lifetime.
If several identical and independent systems are considered together, some differences may …

Imperfect condition-based maintenance for a gamma degradation process in presence of unknown parameters

F Corset, M Fouladirad… - Proceedings of the …, 2023 - journals.sagepub.com
A system subject to degradation is considered. The degradation is modelled by a gamma
process. A condition-based maintenance policy with perfect corrective and an imperfect …

Modelling and inference for a degradation process with partial maintenance effects

M Leroy, C Bérenguer, L Doyen… - Quality and Reliability …, 2024 - Wiley Online Library
This paper proposes a new way of modelling imperfect maintenance in degradation models,
by assuming that maintenance affects only a part of the degradation process. More …

Implementation of automation system-based model checking for managing imperfect maintenance actions in chemical plant projects

ZA Ismail - Industrial Management & Data Systems, 2023 - emerald.com
Purpose The chemical plant (CP) maintenance industry has been under increasing pressure
by process designers to demonstrate its evaluation and information management of model …

Reducing degradation and age of items in imperfect repair modeling

M Finkelstein, JH Cha - Test, 2022 - Springer
We develop new models for imperfect repair and the corresponding generalized renewal
processes for stochastic description of repairable items that fail when their degradation …

Inference for a gradually deteriorating system with imperfect maintenance

H Kamranfar, M Fouladirad… - … in Statistics-Simulation …, 2023 - Taylor & Francis
This article develops inferential methods for a gradually deteriorating system in the presence
of imperfect corrective maintenance. The gamma process is adopted as the degradation …