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Explainable Data-Driven Method Combined with Bayesian Filtering for Remaining Useful Lifetime Prediction of Aircraft Engines Using NASA CMAPSS Datasets

An aircraft engine is expected to have a high-reliability system as a safety-critical asset. A scheduled maintenance strategy based on statistical calculation has been employed as the current practice to achieve the reliability requirement. Any improvement to this maintenance interval is made after...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Faisal Maulana, Andrew Starr, Agusmian Partogi Ompusunggu
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2023-01-01
Schriftenreihe:Machines
Schlagworte:
condition monitoring
prognostics system
uncertainty quantification
Online-Zugang:https://www.mdpi.com/2075-1702/11/2/163
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