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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Journal ArticleDOI
A bivariate process-based mean residual lifetime model for maintenance and inspection planning
TL;DR: In this paper , the authors presented a new performance metric for the reliability analysis of a deteriorating system composed of n parallel subsystems, which incorporates not only the age factor, but also two basic processes: the number of failed subsystems and the operating environment.
Proceedings Article
Set point thresholds from topological data analysis and an outlier detector.
TL;DR: An algorithm for unsupervised or semi-supervised learning to determine a very easily described zone of optimal execution settings for a production, based on a topological data analysis tool: Mapper.
Book ChapterDOI
Business drivers of a collaborative, proactive maintenance solution
Erkki Jantunen,Alp Akcay,Jaime Campos,Mike Holenderski,Arja Kotkansalo,Riku Salokangas,Pankaj Sharma +6 more
TL;DR: The elevated complexity and costs of production assets combined with the requirements for high-quality manufactured products necessitate novel design and condition-based maintenance approaches that are able to provide the required levels of availability, maintainability, quality and safety while decreasing the cost of the system as a whole and throughout the production lifecycle.
Journal ArticleDOI
Design and development of a device management platform for EAST cryogenic system
TL;DR: This paper presents the function design and architecture design of the cryogenic device management platform, developed based on DeltaV DCS and acquires monitoring data through OPC protocol and consists of three pillars, namely device information management, device condition management, and device performance monitoring.
An Interactive Decision Support System for Energy Management in Process Industry
TL;DR: In this article, an energy efficiency analysis model was developed formed by integration of a deterministic and probabilistic model of the system, based on a balance of cost/benefits, to optimize maintenance interventions and operative procedures as the first aim of maximizing energy efficiency.
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.