Damage Detection and Identification on Elevator Systems Using Deep Learning Algorithms and Multibody Dynamics Models

Damage Detection and Identification on Elevator Systems Using Deep Learning Algorithms and Multibody Dynamics Models

Timely damage detection on a mechanical system can prevent the appearance of catastrophic damage in it, as well as allow for better scheduling of its maintenance and repair process. For this purpose, multiple signal analysis methods have been developed to help identify anomalies in a system, through...

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Bibliographic Details
Main Authors: Josef Koutsoupakis, Dimitrios Giagopoulos, Panagiotis Seventekidis, Georgios Karyofyllas, Amalia Giannakoula
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
structural healthy monitoring
deep learning
multibody dynamics
signal analysis
data acquisition
Online Access:https://www.mdpi.com/1424-8220/25/1/101
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