Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation

Ikram Remadna (1) , Sadek Labib Terrissa (1) , Ryad Zemouri (2) , Soheyb Ayad (1) , Noureddine Zerhouni (3)

1 BISKRA - Université Mohamed Khider de Biskra
2 CEDRIC - LAETITIA - CEDRIC. Traitement du signal et architectures électroniques
3 FEMTO-ST - Franche-Comté Électronique Mécanique, Thermique et Optique - Sciences et Technologies (UMR 6174)

Domains: Computer Science [cs]; Machine Learning [cs.LG]

Ikram Remadna, Sadek Labib Terrissa, Ryad Zemouri, Soheyb Ayad, Noureddine Zerhouni. Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation. 2020 Prognostics and Health Management Conference (PHM-Besançon), May 2020, Besancon, France. pp.116-121, ⟨10.1109/PHM-Besancon49106.2020.00025⟩. ⟨hal-02868394⟩