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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Book ChapterDOI
Advances in Smart Maintenance for Sustainable Manufacturing in Industry 4.0
TL;DR: In this article , different policies of maintenance routines are explained, and the development of tools for predictive maintenance as one of the pillars of sustainable and smart manufacturing is discussed, where real-time monitoring and digital twins of shopfloor equipment as agile manufacturing methods aim at increasing the autonomy of production lines based on the equipment connectivity approach.
Journal ArticleDOI
Performance assessment and transient behavioral analysis of electrical machines under fault conditions
Pradeep Katta,K. Karunanithi +1 more
TL;DR: The study reveals that majority of fault occurs due to the stress in the rotor structure and the major requirement of a most optimized objective function to minimize the stress and temperature rise in the induction motor.
Proceedings ArticleDOI
Structural Health Monitoring Optimization For Similar Structures Using A Hierarchical Bayesian Update
TL;DR: A methodology that optimizes the configuration of sensors for several similar structures by a genetic algorithm, and uses the obtained data in order to update, accordingly, the elements’ properties for each structure through a hierarchical Approximate Bayesian Computation (ABC).
Journal ArticleDOI
A hybrid maintenance policy for a deteriorating unit in the presence of three forms of variability
Journal ArticleDOI
A Review of Data Mining Technologies for Condition Based Monitoring for Machine Tools
TL;DR: In this article, the authors present a summary on the maintenance, the monitoring techniques, and the diagnosis methods for the condition based maintenance of machine tools and conclude that most of the techniques have their own advantages and drawbacks, so a careful selection of techniques is needed to form a proper monitoring system.
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.