A Novel Deep Clustering Method and Indicator for Time Series Soft Partitioning

The aerospace industry develops prognosis and health management algorithms to ensure better safety on board, particularly for in-flight controls where jamming is dreaded. For that, vibration signals are monitored to predict future defect occurrences. However, time series are not labeled according to...

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Bibliographic Details
Main Authors: Alexandre Eid, Guy Clerc, Badr Mansouri, Stella Roux
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/14/17/5530