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
An Improved Convolutional-Neural-Network-Based Fault Diagnosis Method for the Rotor–Journal Bearings System
TL;DR: A novel fault diagnosis method for a rotor–journal bearing system based on SGIF-CNN is proposed to improve computational efficiency and diagnostic accuracy and results show that the proposed SG IF-CNN improves the computing efficiency compared to the traditional CNN while ensuring the accuracy of the fault diagnosis.
Dissertation
Forecasting of Spare Parts Based on Vehicle Condition Monitoring Data A Case Study at Volvo Group
Anton Ottosson,Olof Wireklint +1 more
TL;DR: It is discussed that the developed causal-based forecasting method is appropriate for parts with a positive demand trend, but is unable to accurately detect single period fluctuations since they are caused by customer behavior which can not be explained by fault codes.
Journal ArticleDOI
An overview of diagnostics and prognostics of rotating machines for timely maintenance intervention
Journal ArticleDOI
A Novel Approach for Mobile Maintenance Using Mobile Agents Technology and Mobile Devices
TL;DR: The proposition is the use of mobile agent technology to reduce the maintenance costs and solve the problem of the unavailability of an expert in all phases of condition-based maintenance (CBM) strategy.
Posted ContentDOI
Inspection and maintenance optimisation of multicomponent systems
TL;DR: Several models for joint optimisation of inspection and maintenance policies that result in the lowest total expected cost and a formula for finding the planning horizon length based on expected number of system failures are proposed.
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.