Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges

• Published in: Computers in industry Vol. 123; p. 103298
• Main Authors: Dalzochio, Jovani, Kunst, Rafael, Pignaton, Edison, Binotto, Alecio, Sanyal, Srijnan, Favilla, Jose, Barbosa, Jorge
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.12.2020
• Subjects: Artificial intelligence; Industry 4.0; Internet of Things; Ontology; Predictive maintenance; Systematic literature review; Industry 4.0; Ontology; Internet of Things; Artificial intelligence; Systematic literature review; Predictive maintenance

•Predictive maintenance is a hot topic in the context of Industry 4.0.•The papers that bring novelty to the field are concentrated in the years 2018 and 2019.•We envision the necessity of implementing the theoretical frameworks found in the literature in real industrial environments.•Challenges rela...