Machining conditions-based preventive maintenance [PDF]
International Journal of Production Research, 2007 In this study we propose an operating conditions-based preventive maintenance (PM) approach for computer numerical control (CNC) turning machines. A CNC machine wears according to how much it is used and the conditions under which it is used. Higher power or production rates result in more wear and higher failure rates.
Akturk, M.S., Gurel, S.
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Condition-based maintenance considering shock and degradation processes [PDF]
Decision Science Letters, 2017 An important issue in maintaining the industrial equipment is to introduce an appropriate maintenance policy to monitor the conditions of the equipment. In this research, an investigation on the concurrent effects of erosion and random shocks during the ...
Hossein Rahimi Komijani +3 more
doaj +1 more source
A review of physics-based models in prognostics: application to gears and bearings of rotating machinery [PDF]
, 2016 Health condition monitoring for rotating machinery has been developed for many years due to its potential to reduce the cost of the maintenance operations and increase availability.
Cubillo, Adrian +2 more
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Genetic algorithms for condition-based maintenance optimization under uncertainty [PDF]
, 2015 International audienceThis paper proposes and compares different techniques for maintenance optimization based on Genetic Algorithms (GA), when the parameters of the maintenance model are affected by uncertainty and the fitness values are represented by ...
Compare, M, Martini, F., Zio, E.
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Preventive maintenance model analysis on wind-turbine gearbox under stochastic disturbance
Energy Reports, 2022 In recent, with the rapid scientific and technical developments, condition-based maintenance(CBM) has already been broadly applied in modern large-scale wind plants increasingly and reported that tremendous achievements are gained.
Li Chen, Hongsheng Su, Lanlan Huangfu
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Clustering of Condition-Based Maintenance Activities with Imperfect Maintenance and Predication Signals [PDF]
International Journal of Industrial Engineering and Production Research, 2022 Condition-based maintenance (CBM) is a well-known maintenance cost minimization strategy in which maintenance activities are performed based on the actual state of the system being maintained.
Hasan Rasay +2 more
doaj
Train Wheel Condition Monitoring via Cepstral Analysis of Axle Box Accelerations
Applied Sciences, 2021 Continuous wheel condition monitoring is indispensable for the early detection of wheel defects. In this paper, we provide an approach based on cepstral analysis of axle-box accelerations (ABA).
Benjamin Baasch +3 more
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A Comprehensive Review of Machine Learning Techniques for Condition-Based Maintenance
International Journal of Prognostics and Health ManagementWhile most industrial maintenance strategies are centered on optimizing machine runtime and cost reduction, the condition-based maintenance (CBM) strategy distinguishes itself from others in its use of real-time operational data from machines to help ...
Tyler Ward +3 more
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Unlocking the Potential of Soft Computing for Predicting Lubricant Elemental Spectroscopy
Lubricants, 2023 Predictive maintenance of mechanical systems relies on accurate condition monitoring of lubricants. This study assesses the performance of soft computing models in predicting the elemental spectroscopy (Fe, Pb, Cu, Cr, Al, Si, and Zn) of engine ...
Mohammad-Reza Pourramezan +2 more
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Review and Comparison of Intelligent Optimization Modelling Techniques for Energy Forecasting and Condition-Based Maintenance in PV Plants [PDF]
, 2019 Within the field of soft computing, intelligent optimization modelling techniques include various major techniques in artificial intelligence. These techniques pretend to generate new business knowledge transforming sets of "raw data" into business ...
Crespo Márquez, Adolfo +4 more
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