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Remaining useful life prediction for turbofan engines using an attention-based data-driven deep-learning approach

The remaining useful life (RUL) estimate is the fundamental building block of prognostics and health management (PHM), a field that has the potential to increase system safety and save maintenance expenses. Because of their adaptable structures and improved effectiveness in handling nonlinear behavi...

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Autori principali: Osama A. Ghoneim, Ahmed Sleem, Ibrahim Gad, Tahani Allam
Natura: Artigo
Lingua:Inglês
Pubblicazione: PeerJ Inc. 2025-12-01
Serie:PeerJ Computer Science
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Accesso online:https://peerj.com/articles/cs-3438.pdf
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