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AI algorithms and IoT platforms for anomaly and failure prediction in industrial machinery—systematic review

Predictive Maintenance (PdM) focuses on anticipating potential failures in industrial machines by the monitoring key parameters. Artificial Intelligence (AI) provides algorithms that can be used for this purpose. Specialized literature mentions that some companies need to adopt more proactive and pr...

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Principais autores: Mario Esteban Marín Vásquez, Juan Carlos Blandón Andrade, Alonso Toro Lazo, Jesús Alfonso López Sotelo
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2026-03-01
coleção:Frontiers in Artificial Intelligence
Assuntos:
anomaly analysis
anomaly detection
artificial intelligence algorithms
failure classification
failure prediction
IoT
Acesso em linha:https://www.frontiersin.org/articles/10.3389/frai.2026.1799522/full
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