Existing approaches to diagnostics and predictive maintenance using bogie sensors lack capabilities related to properly detecting and classifying anomalies, among other technical shortcomings. As described herein, anomalies can be detected on a bogie by an autoencoder that is trained on normal acceleration data from another bogie or train.
NOVELTY DETECTION IN RAILWAY BOGIES
NEUHEITSERKENNUNG BEI EISENBAHNDREHGESTELLEN
DÉTECTION DE NOUVEAUTÉ DANS DES BOGIES FERROVIAIRES
2024-01-24
Patent
Electronic Resource
English
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