Alessandro Beghi
Alessandro Beghi
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Zitiert von
Zitiert von
Machine learning for predictive maintenance: A multiple classifier approach
GA Susto, A Schirru, S Pampuri, S McLoone, A Beghi
IEEE transactions on industrial informatics 11 (3), 812-820, 2014
Data-driven fault detection and diagnosis for HVAC water chillers
A Beghi, R Brignoli, L Cecchinato, G Menegazzo, M Rampazzo, ...
Control Engineering Practice 53, 79-91, 2016
A predictive maintenance system for epitaxy processes based on filtering and prediction techniques
GA Susto, A Beghi, C De Luca
IEEE Transactions on Semiconductor Manufacturing 25 (4), 638-649, 2012
A PSO-based algorithm for optimal multiple chiller systems operation
A Beghi, L Cecchinato, G Cosi, M Rampazzo
Applied Thermal Engineering 32, 31-40, 2012
Explainable machine learning in industry 4.0: Evaluating feature importance in anomaly detection to enable root cause analysis
M Carletti, C Masiero, A Beghi, GA Susto
2019 IEEE international conference on systems, man and cybernetics (SMC), 21-26, 2019
A convolutional autoencoder approach for feature extraction in virtual metrology
M Maggipinto, C Masiero, A Beghi, GA Susto
Procedia Manufacturing 17, 126-133, 2018
A multi-phase genetic algorithm for the efficient management of multi-chiller systems
A Beghi, L Cecchinato, M Rampazzo
Energy Conversion and Management 52 (3), 1650-1661, 2011
Anomaly detection approaches for semiconductor manufacturing
GA Susto, M Terzi, A Beghi
Procedia Manufacturing 11, 2018-2024, 2017
Anomaly detection through on-line isolation forest: An application to plasma etching
GA Susto, A Beghi, S McLoone
2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2017
A one-class svm based tool for machine learning novelty detection in hvac chiller systems
A Beghi, L Cecchinato, C Corazzol, M Rampazzo, F Simmini, GA Susto
IFAC Proceedings Volumes 47 (3), 1953-1958, 2014
Advances in real-time plasma boundary reconstruction: From gaps to snakes
A Beghi, A Cenedese
IEEE Control Systems Magazine 25 (5), 44-64, 2005
A real time implementation of MPC based Motion Cueing strategy for driving simulators
A Beghi, M Bruschetta, F Maran
2012 IEEE 51st IEEE conference on decision and control (CDC), 6340-6345, 2012
Matmpc-a matlab based toolbox for real-time nonlinear model predictive control
Y Chen, M Bruschetta, E Picotti, A Beghi
2019 18th European Control Conference (ECC), 3365-3370, 2019
Multi-step virtual metrology for semiconductor manufacturing: A multilevel and regularization methods-based approach
GA Susto, S Pampuri, A Schirru, A Beghi, G De Nicolao
Computers & Operations Research 53, 328-337, 2015
A ring lasers array for fundamental physics
A Di Virgilio, M Allegrini, A Beghi, J Belfi, N Beverini, F Bosi, B Bouhadef, ...
Comptes Rendus. Physique 15 (10), 866-874, 2014
An MPC approach to the design of motion cueing algorithms for driving simulators
M Baseggio, A Beghi, M Bruschetta, F Maran, D Minen
2011 14th international IEEE conference on intelligent transportation …, 2011
Energy efficient control of HVAC systems with ice cold thermal energy storage
A Beghi, L Cecchinato, M Rampazzo, F Simmini
Journal of process control 24 (6), 773-781, 2014
Dealing with time-series data in predictive maintenance problems
GA Susto, A Beghi
2016 IEEE 21st International Conference on Emerging Technologies and Factory …, 2016
A computer vision-inspired deep learning architecture for virtual metrology modeling with 2-dimensional data
M Maggipinto, M Terzi, C Masiero, A Beghi, GA Susto
IEEE Transactions on Semiconductor Manufacturing 31 (3), 376-384, 2018
Discrete-time optimal control with control-dependent noise and generalized Riccati difference equations
A Beghi, D D’alessandro
Automatica 34 (8), 1031-1034, 1998
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