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Marcello Farina
Marcello Farina
Assistant Professor, Politecnico di Milano
Verified email at polimi.it
Title
Cited by
Cited by
Year
Stochastic linear model predictive control with chance constraints–a review
M Farina, L Giulioni, R Scattolini
Journal of Process Control 44, 53-67, 2016
3492016
Distributed predictive control: A non-cooperative algorithm with neighbor-to-neighbor communication for linear systems
M Farina, R Scattolini
Automatica 48 (6), 1088-1096, 2012
3142012
Distributed moving horizon estimation for linear constrained systems
M Farina, G Ferrari-Trecate, R Scattolini
IEEE Transactions on Automatic Control 55 (11), 2462-2475, 2010
2222010
Plug-and-play decentralized model predictive control for linear systems
S Riverso, M Farina, G Ferrari-Trecate
IEEE Transactions on Automatic Control 58 (10), 2608-2614, 2013
2192013
Forecasting peak air pollution levels using NARX models
E Pisoni, M Farina, C Carnevale, L Piroddi
Engineering Applications of Artificial Intelligence 22 (4-5), 593-602, 2009
1882009
A two-layer stochastic model predictive control scheme for microgrids
SR Cominesi, M Farina, L Giulioni, B Picasso, R Scattolini
IEEE Transactions on Control Systems Technology 26 (1), 1-13, 2017
1592017
Moving-horizon partition-based state estimation of large-scale systems
M Farina, G Ferrari-Trecate, R Scattolini
Automatica 46 (5), 910-918, 2010
1212010
An approach to output-feedback MPC of stochastic linear discrete-time systems
M Farina, L Giulioni, L Magni, R Scattolini
Automatica 55, 140-149, 2015
1182015
A probabilistic approach to model predictive control
M Farina, L Giulioni, L Magni, R Scattolini
52nd IEEE Conference on Decision and Control, 7734-7739, 2013
1082013
Plug-and-play model predictive control based on robust control invariant sets
S Riverso, M Farina, G Ferrari-Trecate
Automatica 50 (8), 2179-2186, 2014
1042014
A robust MPC algorithm for offset-free tracking of constant reference signals
G Betti, M Farina, R Scattolini
IEEE Transactions on Automatic Control 58 (9), 2394-2400, 2013
1042013
Distributed moving horizon estimation for nonlinear constrained systems
M Farina, G Ferrari‐Trecate, R Scattolini
International Journal of Robust and Nonlinear Control 22 (2), 123-143, 2012
802012
Nonlinear model predictive control with enhanced actuator model for multi-rotor aerial vehicles with generic designs
D Bicego, J Mazzetto, R Carli, M Farina, A Franchi
Journal of Intelligent & Robotic Systems 100 (3), 1213-1247, 2020
772020
Development of a control-oriented model of floating wind turbines
G Betti, M Farina, GA Guagliardi, A Marzorati, R Scattolini
IEEE Transactions on Control Systems Technology 22 (1), 69-82, 2013
702013
Tube-based robust sampled-data MPC for linear continuous-time systems
M Farina, R Scattolini
Automatica 48 (7), 1473-1476, 2012
672012
Learning-based predictive control for linear systems: A unitary approach
E Terzi, L Fagiano, M Farina, R Scattolini
Automatica 108, 108473, 2019
642019
Model predictive control of voltage profiles in MV networks with distributed generation
M Farina, A Guagliardi, F Mariani, C Sandroni, R Scattolini
Control Engineering Practice 34, 18-29, 2015
572015
Distributed MPC: A noncooperative approach based on robustness concepts
G Betti, M Farina, R Scattolini
Distributed model predictive control made easy, 421-435, 2013
552013
On recurrent neural networks for learning-based control: recent results and ideas for future developments
F Bonassi, M Farina, J Xie, R Scattolini
Journal of Process Control 114, 92-104, 2022
542022
Learning model predictive control with long short‐term memory networks
E Terzi, F Bonassi, M Farina, R Scattolini
International Journal of Robust and Nonlinear Control 31 (18), 8877-8896, 2021
522021
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