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 new methodology to detect corrosion on steel truss railway bridges exploiting local strain gauges: Analytical, numerical, and experimental validation
2025-01-01 Bernardini, Lorenzo; Bono, Francesco Morgan; Argentino, Antonio; 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.
A three-year project on Structural Health Monitoring of railway bridges: main results and lessons learnt
2024-01-01 Null, Null; Benedetti, Lorenzo; Null, Null; Argentino, Antonio; Null, Null; Bernardini, Lorenzo; Null, Null; Radicioni, Luca; Null, Null; Bono, Francesco Morgan; Null, Null; Somaschini, Claudio; Null, Null; Cazzulani, Gabriele; Null, Null; Belloli, Marco
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
Application of synchrosqueezing transform and autoencoders for monitoring of production systems. A case study on plastic chain conveyor systems
2024-01-01 Radicioni, L.; Bono, F. M.; Cinquemani, S.
Automated OMA Through SSI-COV Algorithm of a Warren Truss Railway Bridge Exploiting Free Decay Response
2024-01-01 Argentino, Antonio; Bono, FRANCESCO MORGAN; Bernardini, Lorenzo; Romano, Nicolas; Cazzulani, Gabriele; Somaschini, Claudio; Belloli, Marco; Cinquemani, Simone
Automated Operational Modal Analysis of a steel truss railway bridge employing free decay response
2025-01-01 Bono, FRANCESCO MORGAN; Argentino, Antonio; Bernardini, Lorenzo; Benedetti, Lorenzo; Cazzulani, Gabriele; Somaschini, Claudio; Belloli, 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
Evaluation of a permanent SHM system performance in detecting damage scenarios considering runnability thresholds
2024-01-01 Null, Null; Bernardini, Lorenzo; Null, Null; Radicioni, Luca; Null, Null; Bono, Francesco Morgan; Null, Null; Benedetti, Lorenzo; Null, Null; Somaschini, Claudio; Null, Null; Cazzulani, Gabriele; Null, Null; Belloli, 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
OMA Applied to a Reinforced Concrete Railway Bridge Through a Reduced Measurement Set-Up
2024-01-01 Bono, F. M.; Bernardini, L.; Argentino, A.; Anghileri, M.; Capacci, L.; Cazzulani, G.; Somaschini, C.; Biondini, F.; Belloli, M.
On the performance of data-driven dynamic models for temperature compensation on bridge monitoring data
2025-01-01 Radicioni, Luca; Giorgi, Viviana; Benedetti, Lorenzo; Bono, Francesco Morgan; Pagani, Stefano; Cinquemani, Simone; Belloli, Marco
On the use of vibrations and temperatures for the monitoring of plastic chain conveyor systems
2025-01-01 Radicioni, L.; Bono, F. M.; Cinquemani, S.
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