Explainable AI for machine fault diagnosis: understanding features’ contribution in machine learning models for industrial condition monitoring E Brusa, L Cibrario, C Delprete, LG Di Maggio Applied Sciences 13 (4), 2038, 2023 | 40 | 2023 |
Deep transfer learning for machine diagnosis: From sound and music recognition to bearing fault detection E Brusa, C Delprete, LG Di Maggio Applied Sciences 11 (24), 11663, 2021 | 33 | 2021 |
Health indicators construction for damage level assessment in bearing diagnostics: A proposal of an energetic approach based on envelope analysis E Brusa, F Bruzzone, C Delprete, LG Di Maggio, C Rosso Applied Sciences 10 (22), 8131, 2020 | 21 | 2020 |
Intelligent fault diagnosis of industrial bearings using transfer learning and CNNs pre-trained for audio classification LG Di Maggio Sensors 23 (1), 211, 2022 | 15 | 2022 |
Design of an Innovative Test Rig for Industrial Bearing Monitoring with Self-Balancing Layout E Brusa, C Delprete, L Giorio, LG Di Maggio, V Zanella Machines 10 (1), 54, 2022 | 8* | 2022 |
Theory of critical distances: A discussion on concepts and applications C Delprete, LGD Maggio, R Sesana Proceedings of the Institution of Mechanical Engineers, Part C: Journal of …, 2021 | 8 | 2021 |
Eigen-spectrograms: An interpretable feature space for bearing fault diagnosis based on artificial intelligence and image processing E Brusa, C Delprete, LG Di Maggio Mechanics of Advanced Materials and Structures 30 (22), 4639-4651, 2023 | 7* | 2023 |
Zero-Shot Generative AI for Rotating Machinery Fault Diagnosis: Synthesizing Highly Realistic Training Data via Cycle-Consistent Adversarial Networks LG Di Maggio, E Brusa, C Delprete Applied Sciences 13 (22), 12458, 2023 | 4 | 2023 |
Proposal of a Technique for Correlating Defect Dimensions to Vibration Amplitude in Bearing Monitoring E Brusa, F Bruzzone, C Delprete, LG Di Maggio, CA Rosso Proceedings of the PHM Society European Conference, Turin, Italy, 27-31, 2020 | 3 | 2020 |
Envelope analysis applied to non-Hertzian contact simulations in damaged roller bearings E Brusa, F Bruzzone, C Delprete, L Di Maggio, C Rosso IOP Conference Series: Materials Science and Engineering 1038 (1), 012013, 2021 | 1 | 2021 |
Analytical and Numerical Methods for Assessing the Fatigue Life of Threaded Bores LG Di Maggio Politecnico di Torino, 2019 | 1 | 2019 |
Artificial Intelligence Tools Applied to the Machine Fault Diagnosis of the Rotor-Bearing System LG Di Maggio Politecnico di Torino, 2023 | | 2023 |
Modellazione numerica per la progettazione in regime dinamico accoppiato fluido-struttura di cuscinetti a film d'olio per laminatoi L Giorio, L Di Maggio, C Gastaldi, E Brusa, C Delprete Proceedings Convegno AIAS2023, 1-10, 2023 | | 2023 |
Intelligenza Artificiale Generativa per la produzione di dati sintetici nella diagnosi di macchine rotanti LG Di Maggio, E Brusa, C Delprete Atti del 52° Convegno Nazionale AIAS, Genova, 6-9/9/2023, 2023 | | 2023 |
Applicazione di algoritmi di Intelligenza Artificiale per il monitoraggio di cuscinetti volventi LG Di Maggio Atti del 51° Convegno Nazionale AIAS, Padova, 7-10/9/2022, 2022 | | 2022 |