Journal ArticleDOI
An overview of time-based and condition-based maintenance in industrial application
TLDR
It can be concluded that the application of the CBM technique is more realistic, and thus more worthwhile to apply, than the TBM one, however, further research on CBM must be carried out in order to make it more realistic for making maintenance decisions.About:
This article is published in Computers & Industrial Engineering.The article was published on 2012-08-01. It has received 729 citations till now. The article focuses on the topics: Condition-based maintenance & Predictive maintenance.read more
Citations
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Dissertation
Contribution aux approches probabilistes pour le pronostic et la maintenance des systèmes contrôlés
TL;DR: La troisieme contribution correspond a the proposition d’une politique de maintenance a structure parametrique permettant de prendre en compte dynamiquement les informations disponibles conjointement sur l'etat and sur l’environnement courant du systeme and sous the contrainte of dates d'opportunite.
Journal ArticleDOI
Pipeline Failure Assessment Based on Fuzzy Bayesian Network and AHP
TL;DR: In this paper , a model that integrates Bayesian network (BN), fuzzy theory, and analytic hierarchy process (AHP) is presented to analyze the probability of pipeline failure. But, the model is not suitable for the analysis of pipeline failures.
Journal ArticleDOI
Estimation of Residual Useful Life and Tracking of Real-time Damage Paths of Rubble-Mound Breakwaters Using Stochastic Wiener Process
TL;DR: Special attentions are paid to the relationship of MTTF and MRL and it is concluded for rubble-mound breakwaters that the probability density functions of residual useful lifetime tends to have a longer tail in the right side rather than the left side because of the gradual increases of cumulative damage of armor units.
Proceedings ArticleDOI
Grouping of Maintenance Actions with Deep Reinforcement Learning and Graph Convolutional Networks
TL;DR: A novel Deep RL (DRL) framework based on Graph Convolutional Networks (GCN) to leverage the inherent graph structure of typical assets and shows potential for developing efficient and practical maintenance plans in terms of cost and reliability.
Uncertainty Modelling in Life Cycle Costing Analysis for Rail Level Crossing Systems
TL;DR: A reliability-based LCC model is proposed for Harmelen level crossing system (LCS), one of the applications of ERS, which incorporates the uncertainty associated with rail degradation and maintenance interventions to LCC analysis in order to optimize the maintenance strategies and achieve a cost-effective life cycle management of Harmelens LCS.
References
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Journal ArticleDOI
A review on machinery diagnostics and prognostics implementing condition-based maintenance
TL;DR: This paper attempts to summarise and review the recent research and developments in diagnostics and prognostics of mechanical systems implementing CBM with emphasis on models, algorithms and technologies for data processing and maintenance decision-making.
Journal ArticleDOI
Remaining useful life estimation - A review on the statistical data driven approaches
TL;DR: This paper systematically reviews the recent modeling developments for estimating the RUL and focuses on statistical data driven approaches which rely only on available past observed data and statistical models.
Journal ArticleDOI
Optimum Preventive Maintenance Policies
TL;DR: In this paper, two types of preventive maintenance policies are considered, and the optimum policies are determined, in each case, as unique solutions of certain integral equations depending on the failure distribution.
Journal ArticleDOI
Condition monitoring and fault detection of wind turbines and related algorithms: A review
TL;DR: In this article, the authors reviewed different techniques, methodologies and algorithms developed to monitor the performance of wind turbine as well as for an early fault detection to keep away the wind turbines from catastrophic conditions due to sudden breakdowns.
Journal ArticleDOI
Applications of maintenance optimization models : a review and analysis
TL;DR: An overview of applications of maintenance optimization models published so far and the role of these models in maintenance is analyzed and the factors which may have hampered applications are discussed.