Level Crossing Barrier Machine Faults and Anomaly Detection with the Use of Motor Current Waveform Analysis

Level Crossing Barrier Machine Faults and Anomaly Detection with the Use of Motor Current Waveform Analysis

Barrier machines are a key component of automatic level crossing systems ensuring safety on railroad crossings. Their failure results not only in delayed railway transportation, but also puts human life at risk. To prevent faults in this critical safety element of automatic level crossing systems, i...

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Bibliographic Details
Main Authors: Damian Grzechca, Paweł Rybka, Roman Pawełczyk
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Energies
Subjects:
crossing barrier machines
supply current
anomaly detection
neural networks
autoencoders
outlier detection
Online Access:https://www.mdpi.com/1996-1073/14/11/3206

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https://www.mdpi.com/1996-1073/14/11/3206

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