Efficient Fault Diagnosis of Elevator Cabin Door Drives Using Machine Learning with Data Reduction for Reliable Transmission

Efficient Fault Diagnosis of Elevator Cabin Door Drives Using Machine Learning with Data Reduction for Reliable Transmission

This article addresses the issue of the elevator cabin door drive system failure diagnosis. The analyzed component is one of the most critical and the most vulnerable part of the entire elevator. Existing solutions in the literature include methods such as spectral analysis of system vibrations, mot...

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Bibliographic Details
Main Authors: Jakub Gęca, Dariusz Czerwiński, Bartosz Drzymała, Krzysztof Kolano
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
classification algorithms
data transmission
elevators
fault detection
fault diagnosis
machine learning
Online Access:https://www.mdpi.com/2076-3417/15/13/7017
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