Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping. - Sérgio F. Chevtchenko; Élisson da Silva Rocha; Monalisa Cristina Moura dos Santos; Ricardo Lins Mota; Diego Moura Vieira; Ermeson Carneiro de Andrade; Danilo Ricardo Barbosa de Araújo (IEEE Access, 2023)

Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data. - Sérgio F. Chevtchenko; Monalisa Cristina Moura dos Santos; Diego Moura Vieira; Ricardo Lins Mota; Élisson Rocha; Bruna V. Cruz; Danilo Araújo; Ermeson Carneiro de Andrade (CoRR, 2023)