Pseudolabeling Machine Learning Algorithm for Predictive Maintenance of Relays

Predictive maintenance (PdM) has become an important industrial feature. Existing methods mainly focus on remaining useful life (RUL) regression or anomaly detection to achieve PdM in a given application. Those approaches assume monotonic degradation processes leading to a single catastrophic failur...

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Bibliographic Details
Main Authors: Fabian Winkel, Oliver Wallscheid, Peter Scholz, Joachim Bocker
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10285575/