Predictive Maintenance (PdM)
A new dynamic predictive maintenance framework using deep learning for failure prognostics
... traditional maintenance strategies are becoming less effective and ...the predictive maintenance (PdM) in ...the maintenance activities more effectively to reduce machine downtimes and improve ...
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Towards Model Transformation from a CBM Model to CEP Rules to Support Predictive Maintenance
... Keywords: Maintenance, Knowledge Base, Model ...of predictive maintenance strategies, like Prognostics and Health Management (PHM), have brought new opportunities to the maintenance ...
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Towards a hierarchical modelling approach for planning aircraft tail assignment and predictive maintenance
... ilyass.haloui@airbus.com - caroline.chanel@isae-supaero.fr - alain.hait@isae-supaero.fr Abstract Aircraft equipment health monitoring system plays a promis- ing role for airlines operation cost reduction, as it can be ...
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Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics
... develop predictive maintenance systems [ 108 , 170 ...new predictive maintenance sys- tems, such as OSA-CBM [ 15 ...the predictive maintenance ...of predictive ...
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Predictive maintenance from event logs using wavelet-based features: an industrial application
... Predictive maintenance from event logs using wavelet-based features: an industrial application Stéphane Bonnevay 1 Jairo Cugliari 1 Victoria Granger 2 1 ERIC EA3083, Université de Lyon, 5 ...
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A Parametric Predictive Maintenance Decision-Making Framework Considering Improved System Health Prognosis Precision
... of maintenance operation, X t evolves according to an increasing stochastic process {X t } t≥0 with X 0 = 0 ...parametric predictive maintenance frameworks considered in this ...
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Monitoring wear with integrated ultrasonic transducers for predictive maintenance in mining
... ABSTRACT Maintenance and downtime costs can take a significant part of the cost of mining ...for maintenance to maximise equipment availability while ensuring its ...preventative maintenance and ...
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Fault Prognostics for the Predictive Maintenance of Wind Turbines: State of the Art
... makes maintenance a more tedious task. For this purpose, predictive maintenance is a very attractive strategy in or- der to reduce unscheduled downtime and maintenance ...proactive ...
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Towards a hierarchical modelling approach for planning aircraft tail assignment and predictive maintenance
... ilyass.haloui@airbus.com - caroline.chanel@isae-supaero.fr - alain.hait@isae-supaero.fr Abstract Aircraft equipment health monitoring system plays a promis- ing role for airlines operation cost reduction, as it can be ...
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Assessing the impact of historical operational data from complex assets on predictive maintenance models
... alongside is companion engine it is very clear that EGT margin is deteriorating at a faster rate. EGT margin for Engine 1 continues to decrease until just after the halfway point of the operational period where it rises ...
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A cost driven predictive maintenance policy for structural airframe maintenance
... driven predictive maintenance policy (CDPM) that ensures safety is proposed for structural airframe ...unscheduled maintenance according to the fuselage health ...unscheduled maintenance ...
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Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics
... develop predictive maintenance systems [ 108 , 170 ...new predictive maintenance sys- tems, such as OSA-CBM [ 15 ...the predictive maintenance ...of predictive ...
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Predictive Maintenance of Technical Faults in Aircraft
... craft maintenance [1]. This maintenance can be planned or unplanned depending on the underlying cause : it can either be a routine check, which usually causes very little delay due to its periodicity and ...
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Machine Learning for Predictive Maintenance in Aviation
... 4 FA I L U R E P R E D I C T I O N I N P O S T F L I G H T R E P O R T S In this chapter we present an approach to tackle the problem of event prediction for the purpose of performing predictive ...
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A SAW wireless sensor network platform for industrial predictive maintenance
... Abstract Predictive maintenance predicts the system health, based on the current condition, and defines the needed main- tenance activities ...increases maintenance efficiency and productivity on one ...
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Predictive maintenance policy for a gradually deteriorating system subject to stress
... a predictive maintenance policy for a continuously deteri- orating system subject to ...the maintenance policy of the system, an approach combining Statisti- cal Process Control (SPC) and ...
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A case model for predictive maintenance
... The result in Chapter 2 tells that, for the orienter, std/mean and peak-to-peak ratio can serve as good metadata for both DAC and position data; for the tilt, max value is a go[r] ...
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Predictive airframe maintenance strategies using model-based prognostics
... the predictive maintenance presented in this ...purely predictive maintenance called PdM without considering the aircraft scheduled maintenance and the one called PdM- skip, who takes ...
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Development of predictive structural maintenance strategies for aircraft using model-based prognostics
... threshold-based maintenance is not always an optimal ...the maintenance only based on the actual health state of the system and trigging maintenance anytime when needed without taking into account ...
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Classification des différentes architectures en maintenance.
... la maintenance industrielle nous amène à étudier l’architecture logicielle de ceux-ci sous un certain niveau ...de maintenance qui seront abordés à la section ...en maintenance qui seront repris à la ...
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