Condition Monitoring and Fault Prediction in PMSM Drives Using Machine Learning for Elevator Applications

Condition Monitoring and Fault Prediction in PMSM Drives Using Machine Learning for Elevator Applications

Elevators are a vital part of urban infrastructure, playing a key role in smart cities where increasing population density has driven the rise in taller buildings. As an essential means of vertical transportation, elevators have become an integral part of daily life, making their design, constructio...

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Bibliographic Details
Main Authors: Vasileios I. Vlachou, Theoklitos S. Karakatsanis, Dimitrios E. Efstathiou, Eftychios I. Vlachou, Stavros D. Vologiannidis, Vasiliki E. Balaska, Antonios C. Gasteratos
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Machines
Subjects:
PMSM drives
fault prediction
condition monitoring
deep machine learning
predictive maintenance
elevator systems
Online Access:https://www.mdpi.com/2075-1702/13/7/549
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