Higher-Order Spectral Analysis and Artificial Intelligence for Diagnosing Faults in Electrical Machines: An Overview

Higher-Order Spectral Analysis and Artificial Intelligence for Diagnosing Faults in Electrical Machines: An Overview

Fault diagnosis in electrical machines is a cornerstone of operational reliability and cost-effective maintenance strategies. This review provides a comprehensive exploration of the integration of higher-order spectral analysis (HOSA) techniques—such as a bispectrum, spectral kurtosis, and multifrac...

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Bibliographic Details
Main Authors: Miguel Enrique Iglesias Martínez, Jose A. Antonino-Daviu, Larisa Dunai, J. Alberto Conejero, Pedro Fernández de Córdoba
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
higher-order spectral analysis
artificial intelligence
fault diagnosis
electrical machines
Online Access:https://www.mdpi.com/2227-7390/12/24/4032
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