Automatic anomaly detection in vibration analysis based on Machine Learning Algorithms

This paper presents an approach for automatic anomaly detection through vibration analysis based on machine learning algorithms.The study focuses on induction motors in a predictive maintenance context, but can be applied to other domains. Vibration analysis is an important diagnostic tool in indust...

Full description

Bibliographic Details
Main Author: Torres, Pedro (author)
Other Authors: Correia, Luis (author), Ramalho, Armando (author)
Format: article
Language:eng
Published: 2022
Subjects:
Online Access:http://hdl.handle.net/10400.11/8113
Country:Portugal
Oai:oai:repositorio.ipcb.pt:10400.11/8113