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Alessandro Falsone
Alessandro Falsone
Assistant Professor, Politecnico di Milano
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Dual decomposition for multi-agent distributed optimization with coupling constraints
A Falsone, K Margellos, S Garatti, M Prandini
Automatica 84, 149-158, 2017
1992017
Tracking-ADMM for distributed constraint-coupled optimization
A Falsone, I Notarnicola, G Notarstefano, M Prandini
Automatica 117, 108962, 2020
1152020
Distributed constrained optimization and consensus in uncertain networks via proximal minimization
K Margellos, A Falsone, S Garatti, M Prandini
IEEE Transactions on Automatic Control 63 (5), 1372-1387, 2018
1042018
A randomized algorithm for nonlinear model structure selection
A Falsone, L Piroddi, M Prandini
Automatica 60, 227-238, 2015
492015
A decentralized approach to multi-agent MILPs: finite-time feasibility and performance guarantees
A Falsone, K Margellos, M Prandini
Automatica 103, 141-150, 2019
472019
A feature selection and classification algorithm based on randomized extraction of model populations
A Brankovic, A Falsone, M Prandini, L Piroddi
IEEE transactions on cybernetics 48 (4), 1151-1162, 2018
342018
A distributed iterative algorithm for multi-agent MILPs: finite-time feasibility and performance characterization
A Falsone, K Margellos, M Prandini
IEEE Control Systems Letters 2 (4), 563-568, 2018
282018
A mixed-integer distributed approach to prosumers aggregation for providing balancing services
A La Bella, A Falsone, D Ioli, M Prandini, R Scattolini
International Journal of Electrical Power & Energy Systems 133, 107228, 2021
202021
Optimal energy management of a building cooling system with thermal storage: A convex formulation
D Ioli, A Falsone, M Prandini
IFAC-PapersOnLine 48 (8), 1150-1155, 2015
202015
An iterative scheme to hierarchically structured optimal energy management of a microgrid
D Ioli, A Falsone, M Prandini
2015 54th IEEE Conference on Decision and Control (CDC), 5227-5232, 2015
182015
Finite-Time Distributed Averaging Over Gossip-Constrained Ring Networks
A Falsone, K Margellos, S Garatti, M Prandini
IEEE Transactions on Control of Network Systems 5 (3), 879-887, 2018
162018
A randomised approach for NARX model identification based on a multivariate Bernoulli distribution
F Bianchi, A Falsone, M Prandini, L Piroddi
International Journal of Systems Science 48 (6), 1203-1216, 2017
162017
Towards a comprehensive framework for V2G optimal operation in presence of uncertainty
R Vignali, A Falsone, F Ruiz, G Gruosso
Sustainable Energy, Grids and Networks 31, 100740, 2022
152022
Distributed decision-coupled constrained optimization via Proximal-Tracking
A Falsone, M Prandini
Automatica 135, 109938, 2022
142022
Energy management of a building cooling system with thermal storage: a randomized solution with feedforward disturbance compensation
D Ioli, A Falsone, M Prandini
2016 American Control Conference (ACC), 2346-2351, 2016
132016
Proximal minimization based distributed convex optimization
K Margellos, A Falsone, S Garatti, M Prandini
2016 American Control Conference (ACC), 2466-2471, 2016
132016
A smart grid energy management problem for data-driven design with probabilistic reachability guarantees
D Ioli, A Falsone, H Marianne, B Axel, M Prandini
EPiC Series in Computing 48, 2-19, 2017
122017
A compositional framework for energy management of a smart grid: a scalable stochastic hybrid model for cooling of a district network
D Ioli, A Falsone, S Schuler, M Prandini
2016 12th IEEE International Conference on Control and Automation (ICCA …, 2016
122016
A compositional modeling framework for the optimal energy management of a district network
D Ioli, A Falsone, AV Papadopoulos, M Prandini
Journal of Process Control 74, 160-176, 2019
112019
Distributed constrained convex optimization and consensus via dual decomposition and proximal minimization
A Falsone, K Margellos, S Garatti, M Prandini
2016 IEEE 55th Conference on Decision and Control (CDC), 1889-1894, 2016
102016
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Artigos 1–20