Enhancing three-phase induction motor reliability with health index and artificial intelligence-driven predictive maintenance

The aim of this work is to assist in the maintenance of three-phase induction motors by creating a health index for this equipment. The proposed approach is based on power quality concepts, the creation of an algebraic algorithm to determine the health index and the use of artificial intelligence al...

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Hlavní autoři:	Felipe Lima Aires, Gabriel Dias Galeno, Fernando Nunes Belchior, Antonio Melo Oliveira, Julian David Hunt
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	The Royal Society 2025-05-01
Edice:	Royal Society Open Science
Témata:	predictive maintenance artificial intelligence induction motor time-series forecasting power quality
On-line přístup:	https://royalsocietypublishing.org/doi/10.1098/rsos.241946
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