Interaction models for remaining useful life estimation
CoRR, 2023 submitted to Journal of Industrial Information ...
Dmitry Zhevnenko +2 more
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Shapelet-based remaining useful life estimation [PDF]
2014 IEEE International Conference on Automation Science and Engineering (CASE), 2014 In the Prognostics and Health Management domain, estimating the remaining useful life (RUL) of critical machinery is a challenging task. Various research topics as data acquisition and processing, fusion, diagnostics, prognostivs and decision are involved in this domain.
Simon Malinowski +2 more
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Remaining Useful Life Estimation of MoSi2 Heating Element in a Pusher Kiln Process [PDF]
SensorsThe critical challenge of estimating the Remaining Useful Life (RUL) of MoSi2 heating elements utilized in pusher kiln processes is to enhance operational efficiency and minimize downtime in industrial applications.
Hafiz M. Irfan +3 more
doaj +2 more sources
Remaining useful life estimation based on discriminating shapelet extraction [PDF]
Reliability Engineering & System Safety, 2015 Abstract In the Prognostics and Health Management domain, estimating the remaining useful life (RUL) of critical machinery is a challenging task. Various research topics including data acquisition, fusion, diagnostics and prognostics are involved in this domain.
Malinowski, Simon +2 more
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A Hybrid Prognostic Methodology and its Application to Well-Controlled Engineering Systems [PDF]
, 2015 This thesis presents a novel hybrid prognostic methodology, integrating physics-based and data-driven prognostic models, to enhance the prognostic accuracy, robustness, and applicability.
Eker, Ömer Faruk
core +7 more sources
Prognostics for electronics components of avionics - NASA IGBT accelerated ageing case study [PDF]
, 2013 Insulate gate bipolar transistors (IGBTs) are widely used in electric vehicles, railway locomotive and new generation aircrafts, due to the IGBTs have advantages in small conduction resistance and small drive current.
Xie, Yuan'an
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Remaining useful life estimation of a Product [PDF]
Journal of Physics: Conference Series, 2020 Abstract A sudden failure of a product or a component may result in loss of valuable data or interruption in the task being carried out. In order to eliminate these kind of scenarios and to avoid unnecessary investments on the used products, the remaining life need to be predicted/estimated.
K Murali Krishna, Dr K Janardhan Reddy
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Remaining Useful Life Estimation Using Neural Ordinary Differential Equations
International Journal of Prognostics and Health Management, 2021 Data-driven machinery prognostics has seen increasing popularity recently, especially with the effectiveness of deep learning methods growing. However, deep learning methods lack useful properties such as the lack of uncertainty quantification of their ...
Marco Star, Kristoffer McKee
doaj +1 more source
Prognostic techniques for aeroengine health assessment and Remaining Useful Life estimation [PDF]
E3S Web of Conferences, 2021 Predictive maintenance is the latest frontier in the management and maintenance of many industrial assets, including aeroengines. Made possible by last decades advances in monitoring equipment and machine learning algorithms, it permits individual-based ...
Caricato A. +2 more
doaj +1 more source
Remaining useful life estimation model for aero-engine using multi-feature attention
Hangkong gongcheng jinzhan, 2023 The degradation trend of aero-engine performance is complex, so it is very important to predict its remaining life and maintain it in time. In this paper, a dilated convolution network based on multi-feature attention model is presented to predict the ...
WANG Xin +3 more
doaj +1 more source