Incremental Clustering for Predictive Maintenance in Cryogenics for Radio Astronomy

Incremental Clustering for Predictive Maintenance in Cryogenics for Radio Astronomy

In a cooling system for radio astronomy receivers, maintaining cold heads and compressors is essential for consistent performance. This project focuses on monitoring the power currents of the cold head’s motor to address potential mechanical deterioration, which could jeopardize the overall function...

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Bibliographic Details
Main Authors: Alessandro Cabras, Pierluigi Ortu, Tonino Pisanu, Paolo Maxia, Roberto Caocci
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Sensors
Subjects:
predictive maintenance
cryogenics
radio astronomy
anomaly detection
unsupervised machine learning
Online Access:https://www.mdpi.com/1424-8220/24/7/2278

Internet

https://www.mdpi.com/1424-8220/24/7/2278

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