Browsing Τμήμα Μηχανολόγων Μηχανικών by Author "Παπαδόπουλος, Δημήτριος Ιάσων"
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Machine learning methods for predictive maintenance using real-time data and time-frequency analysis
Παπαδόπουλος, Δημήτριος Ιάσων (Πανεπιστήμιο Δυτικής Αττικής, 2023-07-18)In this diploma thesis, different techniques of Predictive Maintenance based on Machine Learning are compared. In particular, the Remaining Useful Life of a ball bearing of the shaft of a Wind Turbine was predicted with ...