Online Model-Based Remaining-Useful-Life Prognostics for Aircraft Cooling Units Using Time-Warping Degradation Clustering

Remaining-useful-life prognostics for aircraft components are central for efficient and robust aircraft maintenance. In this paper, we propose an end-to-end approach to obtain online, model-based remaining-useful-life prognostics by learning from clusters of components with similar degradation trend...

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Bibliographic Details
Main Authors: Mihaela Mitici, Ingeborg de Pater
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Aerospace
Subjects:
Online Access:https://www.mdpi.com/2226-4310/8/6/168