RUL Estimation Enhancement using Hybrid Deep Learning Methods

The turbofan engine is one of the most critical aircraft components. Its failure may introduce unwanted downtime, expensive repair, and affect safety performance. Therefore, It is essential to accurately detect upcoming failures by predicting the future behavior health state of turbofan engines as w...

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Bibliographic Details
Main Authors: Ikram Remadna, Labib Sadek Terrissa, Soheyb Ayad, Nourddine Zerhouni
Format: Article
Language:English
Published: The Prognostics and Health Management Society 2021-01-01
Series:International Journal of Prognostics and Health Management
Subjects:
phm
cnn
Online Access:https://papers.phmsociety.org/index.php/ijphm/article/view/2378