BEGHI, ALESSANDRO
BEGHI, ALESSANDRO
Dipartimento di Ingegneria dell'Informazione - DEI
A combined GLR/Kalman filter technique for fault detection in power systems
1997 Beghi, Alessandro; Bertocco, Matteo
A comparison between Zernike and PCA representation of atmospheric turbulence
2007 Beghi, Alessandro; Cenedese, Angelo; Masiero, Andrea
A comparison of Kalman filter based algorithms for turbulent phase control in an adaptive optics system
2008 Beghi, Alessandro; Cenedese, Angelo; Maran, Fabio; Masiero, A.
A Computer Vision-inspired Deep Learning Architecture for Virtual Metrology modeling with 2-Dimensional Data
2018 Maggipinto, Marco; Terzi, Matteo; Masiero, Chiara; Beghi, A.; Susto, G. A.
A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology
2018 Maggipinto, Marco; Masiero, Chiara; Beghi, A.; Susto, G. A.
A data-driven approach for fault diagnosis in HVAC chiller systems
2015 Beghi, Alessandro; Brignoli, Riccardo; Cecchinato, Luca; Menegazzo, Gabriele; Rampazzo, Mirco
A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study
2022 Maggipinto, Marco; Beghi, Alessandro; Susto, Gian Antonio
A deep learning approach for anomaly detection with industrial time series data: a refrigerators manufacturing case study
2019 Carletti, Mattia; Masiero, Chiara; Beghi, Alessandro; Susto, GIAN ANTONIO
A deep learning-based approach to anomaly detection with 2-dimensional data in manufacturing
2019 Maggipinto, M.; Beghi, A.; Susto, G. A.
A dynamic inversion approach to motorcycle trajectory exploration
2010 Saccon, A; Hauser, J; Beghi, Alessandro
A dynamic model for the thermal-hygrometric simulation of buildings
2008 Beghi, Alessandro; Cecchinato, L; DE CARLI, Michele
A fast implementation of MPC-based motion cueing algorithms for mid-size road vehicle motion simulators
2017 Bruschetta, Mattia; Maran, Fabio; Beghi, Alessandro
A fast nonlinear model predictive control strategy for real-time motion control of mechanical systems
2017 Chen, Yutao; Cuccato, Davide; Bruschetta, Mattia; Beghi, Alessandro
A hidden-Gamma model-based filtering and prediction approach for monotonic health factors in manufacturing
2018 Susto, Gian Antonio; Schirru, Andrea; Pampuri, Simone; Beghi, Alessandro; De Nicolao, Giuseppe
A Learning-Based Nonlinear Model Predictive Controller for a Real Go-Kart Based on Black-Box Dynamics Modeling Through Gaussian Processes
2023 Picotti, Enrico; Mion, Enrico; DALLA LIBERA, Alberto; Pavlovic, Josip; Censi, Andrea; Frazzoli, Emilio; Beghi, Alessandro; Bruschetta, Mattia
A Machine Learning-based Soft Sensor for Laundry Load Fabric Typology Estimation in Household Washer-Dryers
2019 Susto, GIAN ANTONIO; Vettore, Leonardo; Zambonin, Giuliano; Altinier, Fabio; Beninato, Daniele; Girotto, Terenzio; Rampazzo, Mirco; Beghi, Alessandro
A Markov-Random-Field-based approach to modeling and prediction of atmospheric turbulence
2008 Beghi, Alessandro; Cenedese, Angelo; Masiero, Andrea
A motion cueing algorithm with look-Ahead and driver characterization: Application to vertical car dynamics
2018 Bruschetta, Mattia; Cenedese, Carlo; Beghi, Alessandro; Maran, Fabio
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring
2023 Dalle Pezze, D.; Deronjic, D.; Masiero, C.; Tosato, D.; Beghi, A.; Susto, G. A.
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring
2023 Dalle Pezze, Davide; Deronjic, Denis; Masiero, Chiara; Tosato, Diego; Beghi, Alessandro; Susto, Gian Antonio