BONO, FRANCESCO MORGAN
A comparison between regular and physics-informed neural networks based on a numerical multibody model: a test case for the synthesis of mechanisms
2023-01-01 Bono, Francesco Morgan; Radicioni, Luca; Cinquemani, Simone
A Comparison of Deep Learning Algorithms for Anomaly Detection in Discrete Mechanical Systems
2023-01-01 Bono, FRANCESCO MORGAN; Radicioni, Luca; Cinquemani, Simone; Bombaci, Gianluca
A deep learning approach for fault detection and RUL estimation in bearings
2022-01-01 Bono, F. M.; Cinquemani, S.; Chatterton, S.; Pennacchi, P.
A Deep Learning Approach to Detect Failures in Bridges Based on the Coherence of Signals
2023-01-01 Bono, FRANCESCO MORGAN; Radicioni, Luca; Cinquemani, Simone; Benedetti, Lorenzo; Cazzulani, Gabriele; Somaschini, Claudio; Belloli, Marco
A novel approach for quality control of automated production lines working under highly inconsistent conditions
2023-01-01 Bono, F. M.; Radicioni, L.; Cinquemani, S.
An approach based on convolutional autoencoder for detecting damage location in a mechanical system
2023-01-01 Bono, Francesco Morgan; Radicioni, Luca; Bombaci, Gianluca; Somaschini, Claudio; Cinquemani, Simone
An approach for fault detection based on multibody simulations and feature selection algorithm
2022-01-01 Bono, Francesco Morgan; Cinquemani, Simone; Radicioni, Luca; Conese, Chiara; Tarabini, Marco
DESIGN AND APPLICATION OF A STATISTICAL LEARNING METHODOLOGY TO REMOVE TEMPERATURE EFFECT ON STATIC SIGNALS FOR BRIDGE STRUCTURAL HEALTH MONITORING
2023-01-01 Benedetti, L.; Bono, F. M.; Radicioni, L.; Belloli, M.
Development of soft sensors based on neural networks for detection of anomaly working condition in automated machinery
2022-01-01 Bono, Francesco Morgan; Radicioni, Luca; Cinquemani, Simone; Conese, Chiara; Tarabini, Marco
Improving the effectiveness of anomaly detection in bridges through a deep learning method based on coherence of signals
2023-01-01 Bono, Francesco Morgan; Radicioni, Luca; Benedetti, Lorenzo; Cazzulani, Gabriele; Meregalli, Simone; Cinquemani, Simone; Belloli, Marco
Overcoming strain gauges limitation in the estimation of train load passing on a bridge through deep learning
2023-01-01 Radicioni, Luca; Bono, Francesco Morgan; Benedetti, Lorenzo; Argentino, Antonio; Somaschini, Claudio; Cinquemani, Simone; Belloli, Marco
Structural Health Monitoring of a steel truss railway bridge studying its low frequency response
2023-01-01 Radicioni, Luca; Bernardini, Lorenzo; Bono, Francesco Morgan; Anghileri, Mattia; Capacci, Luca; Cazzulani, Gabriele; Somaschini, Claudio; Pande, Aniket Ketan; Biondini, Fabio; Cinquemani, Simone; Belloli, Marco
Vibration analysis for condition monitoring of an automatic press machine for thermoplastic polymers
2021-01-01 Conese, C.; Conti, F.; Cinquemani, S.; Bono, F. M.; Zavalloni, A.; Tarabini, M.