On the Design of Regularized Explicit Predictive Controllers From Input–Output Data V Breschi, A Sassella, S Formentin IEEE Transactions on Automatic Control 68 (8), 4977-4983, 2022 | 10 | 2022 |
A data-driven switching control approach for braking systems with constraints A Sassella, V Breschi, S Formentin, SM Savaresi Nonlinear Analysis: Hybrid Systems 46, 101220, 2022 | 9 | 2022 |
Data-driven design of explicit predictive controllers A Sassella, V Breschi, S Formentin 2022 IEEE 61st Conference on Decision and Control (CDC), 2821-2826, 2022 | 7 | 2022 |
Learning explicit predictive controllers: theory and applications A Sassella, V Breschi, S Formentin arXiv preprint arXiv:2108.08412, 2021 | 6 | 2021 |
On queue length estimation in urban traffic intersections via inductive loops A Sassella, F Abbracciavento, S Formentin, AG Bianchessi, SM Savaresi 2023 American Control Conference (ACC), 1135-1140, 2023 | 4 | 2023 |
Noise handling in data-driven predictive control: A strategy based on dynamic mode decomposition A Sassella, V Breschi, S Formentin Learning for Dynamics and Control Conference, 74-85, 2022 | 4 | 2022 |
Data-driven design of switching reference governors for brake-by-wire applications A Sassella, V Breschi, S Formentin Learning for Dynamics and Control, 99-110, 2021 | 3 | 2021 |
Data-driven design of explicit predictive controllers with structural priors V Breschi, A Sassella, S Formentin IEEE Control Systems Letters 7, 1616-1621, 2023 | 1 | 2023 |
A practitioner's guide to noise handling strategies in data-driven predictive control A Sassella, V Breschi, S Formentin IFAC-PapersOnLine 56 (2), 1382-1387, 2023 | 1 | 2023 |
Explicit data-driven predictive control design A Sassella | | 2023 |
Model-based and Koopman-based predictive control: a braking control systems comparison A Sassella, V Breschi, M Korda, S Formentin IFAC-PapersOnLine 56 (3), 325-330, 2023 | | 2023 |
Data-driven design of explicit predictive controllers using model-based priors V Breschi, A Sassella, S Formentin arXiv preprint arXiv:2207.01148, 2022 | | 2022 |
Direct data-driven design of switching controllers for constrained systems A Sassella, V Breschi, S Formentin 2021 American Control Conference (ACC), 2355-2360, 2021 | | 2021 |