Francesco Smarra
Titolo
Citata da
Citata da
Anno
Data-driven model predictive control using random forests for building energy optimization and climate control
F Smarra, A Jain, T De Rubeis, D Ambrosini, A D’Innocenzo, ...
Applied energy 226, 1252-1272, 2018
1152018
State of the art of cyber-physical systems security: An automatic control perspective
YZ Lun, A D’Innocenzo, F Smarra, I Malavolta, MD Di Benedetto
Journal of Systems and Software 149, 174-216, 2019
752019
DR-Advisor: A data-driven demand response recommender system
M Behl, F Smarra, R Mangharam
Applied Energy 170, 30-46, 2016
512016
Data-driven model predictive control with regression trees—an application to building energy management
A Jain, F Smarra, M Behl, R Mangharam
ACM Transactions on Cyber-Physical Systems 2 (1), 1-21, 2018
372018
Resilient stabilization of multi-hop control networks subject to malicious attacks
A D’Innocenzo, F Smarra, MD Di Benedetto
Automatica 71, 1-9, 2016
302016
Data predictive control using regression trees and ensemble learning
A Jain, F Smarra, R Mangharam
Decision and Control (CDC), 2017 IEEE 56nd Annual Conference on, 2017
262017
Optimal co-design of control, scheduling and routing in multi-hop control networks
F Smarra, A D'Innocenzo, MD Di Benedetto
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 1960-1965, 2012
232012
Data-driven switched affine modeling for model predictive control
F Smarra, A Jain, R Mangharam, A D’Innocenzo
IFAC-PapersOnLine 51 (16), 199-204, 2018
192018
Data-driven switching modeling for MPC using Regression Trees and Random Forests
F Smarra, GD Di Girolamo, V De Iuliis, A Jain, R Mangharam, ...
Nonlinear Analysis: Hybrid Systems 36, 100882, 2020
142020
Approximation methods for optimal network coding in a multi-hop control network with packet losses
F Smarra, A D'Innocenzo, MD Di Benedetto
2015 European Control Conference (ECC), 1962-1967, 2015
132015
Fault tolerant stabilizability of MIMO multi-hop control networks
F Smarra, A D'Innocenzo, MD Di Benedetto
IFAC Proceedings Volumes 45 (26), 79-84, 2012
112012
Data‐driven optimal predictive control of seismic induced vibrations in frame structures
GD Di Girolamo, F Smarra, V Gattulli, F Potenza, F Graziosi, ...
Structural Control and Health Monitoring 27 (4), e2514, 2020
92020
Fault detection and isolation of malicious nodes in mimo multi-hop control networks
A D'Innocenzo, MD Di Benedetto, F Smarra
52nd IEEE conference on decision and control, 5276-5281, 2013
92013
NeurOpt: Neural network based optimization for building energy management and climate control
A Jain, F Smarra, E Reticcioli, A D’Innocenzo, M Morari
Learning for Dynamics and Control, 445-454, 2020
82020
A sub-optimal method for routing redundancy design over lossy networks
F Smarra, MD Di Benedetto, A D’Innocenzo
IFAC-PapersOnLine 50 (1), 2549-2554, 2017
42017
Efficient routing redundancy design over lossy networks
F Smarra, MD Di Benedetto, A D'Innocenzo
International Journal of Robust and Nonlinear Control, 2018
32018
Further results on fault detection and isolation of malicious nodes in Multi-hop Control Networks
A D'Innocenzo, F Smarra, MD Di Benedetto
2015 European Control Conference (ECC), 1860-1865, 2015
32015
Learning models for seismic-induced vibrations optimal control in structures via random forests
F Smarra, GD Di Girolamo, V Gattulli, F Graziosi, A D’Innocenzo
Journal of Optimization Theory and Applications 187 (3), 855-874, 2020
22020
Fault-tolerant control of a wireless HVAC control system
MD Di Benedetto, A D'Innocenzo, F Smarra
2014 6th International Symposium on Communications, Control and Signal …, 2014
22014
Learning SDN traffic flow accurate models to enable queue bandwidth dynamic optimization
E Reticcioli, GD Di Girolamo, F Smarra, A Carmenini, A D’Innocenzo, ...
2020 European Conference on Networks and Communications (EuCNC), 231-235, 2020
12020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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