no code implementations • 2020 Prognostics and Health Management Conference (PHM-Besançon) 2020 • Khaled Benaggoune, Safa Meraghni, Jian Ma, L.H MOUSS, Noureddine Zerhouni
This paper investigates the use of the Particle Swarm Optimization (PSO) algorithm to quantify the effect of RUL uncertainty on predictive maintenance planning.
no code implementations • 30 Oct 2019 • Juan Zuluaga-Gomez, Zeina Al Masry, Khaled Benaggoune, Safa Meraghni, Noureddine Zerhouni
Methods: We performed a study of the influence of data pre-processing, data augmentation and database size versus a proposed set of CNN models.
no code implementations • 27 Oct 2018 • Safa Meraghni, Labib Sadek Terrissa, Soheyb Ayad, Noureddine Zerhouni, Christophe Varnier
Prognostics and Health Management (PHM) offers several benefits for predictive maintenance.