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Development of a Fault-Tolerant Permanent Magnet Synchronous Motor Using a Machine-Learning Algorithm for a Predictive Maintenance Elevator

Elevators serve as essential vertical transportation systems for both passengers and heavy loads in modern buildings. Electromechanical lifts have become the dominant choice due to their performance advantages over hydraulic systems. A critical component of their drive mechanism is the Permanent Mag...

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Principais autores: Vasileios I. Vlachou, Theoklitos S. Karakatsanis
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-05-01
Serier:Machines
Fag:
permanent magnet machine
fault diagnosis
condition monitoring
short circuit
fault tolerance
predictive maintenance
Online adgang:https://www.mdpi.com/2075-1702/13/5/427
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