Unsupervised Feature Reduction Techniques with Bidirectional GRU Neural Network 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)

Domaines: Apprentissage [cs.LG]

Ikram Remadna, Sadek Labib Terrissa, Ryad Zemouri, Soheyb Ayad, Noureddine Zerhouni. Unsupervised Feature Reduction Techniques with Bidirectional GRU Neural Network for Aircraft Engine RUL Estimation. Advanced Intelligent Systems for Sustainable Development (AI2SD’2019), pp.496-506, 2020, ⟨10.1007/978-3-030-36674-2_50⟩. ⟨hal-02471894⟩