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Luigi Gianpio Di Maggio
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Year
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
242023
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
242021
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
192020
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
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
Intelligent fault diagnosis of industrial bearings using transfer learning and CNNs pre-trained for audio classification
LG Di Maggio
Sensors 23 (1), 211, 2022
72022
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
72021
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
32020
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
12023
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
12021
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
Analytical and Numerical Methods for Assessing the Fatigue Life of Threaded Bores
LG Di Maggio
Politecnico di Torino, 2019
2019
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