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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.
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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.

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Citations
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Operationalizing digital twins through model‐based systems engineering methods

TL;DR: How objectives in DT development align with those of model-based systems engineering (MBSE), and how the MBSE process can answer questions necessary to define the digital twin (DT) is explored.
Journal ArticleDOI

Challenges and solutions in condition-based maintenance implementation - A multiple case study

TL;DR: The aim of this research is to understand the challenges related to CBM implementation in practice, and to extract solutions which companies have applied to address these challenges, through a multiple case study at three original equipment manufacturers (OEMs).
Journal Article

A Survey on Anomaly Detection, Life Prediction and Maintenance Decision for Industrial Processes

Zhou Dong
TL;DR: In this article, the state of the art of the integrated studies of anomaly detection, life prediction, and maintenance decision are reviewed and the potential issues needed to be solved are highlighted.
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The contribution of Industry 4.0 technologies to facility management

TL;DR: In this paper, the authors consider various interests related to modern facility management, and propose an evolving discipline that has received attention from both professionals and researchers in recent years, such as:
Journal ArticleDOI

Modeling past-dependent partial repairs for condition-based maintenance of continuously deteriorating systems

TL;DR: The stochastic modeling of a condition-based maintained system subject to continuous deterioration and maintenance actions such as inspection, partial repair and replacement and the long-run maintenance cost rate is analytically derived.
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.
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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.
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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.
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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.
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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.
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