A cumulative descriptor enhanced ensemble deep neural networks method for remaining useful life prediction of cutting tools

X Mo, T Wang, Y Zhang, X Hu - Advanced Engineering Informatics, 2023 - Elsevier
Prognostics and health management (PHM) of turbine cutting tools, particularly the
remaining useful life (RUL) prediction is a Gordian technique to maintain the reliability and …

A feature extraction procedure based on trigonometric functions and cumulative descriptors to enhance prognostics modeling

K Javed, R Gouriveau, N Zerhouni… - 2013 ieee conference …, 2013 - ieeexplore.ieee.org
Performances of data-driven approaches are closely related to the form and trend of
extracted features (that can be seen as time series health indicators).(1) Even if much of data …

[HTML][HTML] Remaining useful life prediction of broken rotor bar based on data-driven and degradation model

I Bejaoui, D Bruneo, MG Xibilia - Applied Sciences, 2021 - mdpi.com
Rotating machines such as induction motors are crucial parts of most industrial systems. The
prognostic health management of induction motor rotors plays an essential role in …

Predicting remaining useful life based on Hilbert–Huang entropy with degradation model

Y Zheng - Journal of Electrical and Computer Engineering, 2019 - Wiley Online Library
Prognostics health management (PHM) of rotating machinery has become an important
process for increasing reliability and reducing machine malfunctions in industry. Bearings …

A data-driven prognostics technique and rul prediction of rotating machines using an exponential degradation model

I Bejaoui, D Bruneo, MG Xibilia - 2020 7th International …, 2020 - ieeexplore.ieee.org
Accurate Remaining Useful Life (RUL) prediction of machines is important for condition-
based maintenance, in order to improve the reliability and costs of maintenance. The rotor is …

Time series trending for condition assessment and prognostics

A Mosallam, K Medjaher, N Zerhouni - Journal of manufacturing …, 2014 - emerald.com
Purpose The developments of complex systems have increased the demand for condition
monitoring techniques so as to maximize operational availability and safety while …

[PDF][PDF] Data-driven fault detection for neutron generator subsystem in multifunction logging-while-drilling service

A Mosallam, L Laval, FB Youssef, J Fulton… - PHM society …, 2018 - researchgate.net
This paper presents a method for constructing a health indicator to detect neutron-generator
faults in a multifunction Logging-While-Drilling (LWD) service and predict maintenance …

[PDF][PDF] Knowledge management for sustainable performance in industrial maintenance

S Olivier, SP Pires, ERF Loures… - … Conference and Expo, 2015 - researchgate.net
Even if the concept of sustainable performance appeared fifteen years ago under the terms"
triple bottom line" its application remains marginal in the operational management of …

Contribution au pronostic de défaillances guidé par des données

K Medjaher - 2014 - hal.science
Ce mémoire résume mes activités de recherche, d'encadrement et d'enseignement. Ces
activités concernent les périodes de thèse, d'Attaché Temporaire d'Enseignement et de …