Robust detection of incipient faults in rotating machinery under varying operating speed using vibration measurements and advanced statistical time series methods

• Main Author: Μπούρδαλος, Δημήτριος
• Other Authors: Bourdalos, Dimitrios
• Language: English
• Published: 2022
• Subjects: Rotating machinery; Detection of incipient faults; Different operating conditions; Vibration-based statistical time series methods; Περιστρεφόμενοι μηχανισμοί; Aνίχνευση εναρκτήριων βλαβών; Διαφορετικές συνθήκες λειτουργίας; Στατιστικές μέθοδοι χρονοσειρών

This study explores the potential for automated detection of incipient faults in rotating machinery under different operating speeds based on few vibration signals and advanced Statistical Time Series (STS) methods. The considered faults cause no obvious effects on the time domain signals and their...