Francesco Smarra
机构: Università degli Studi dell'Aquila
每年引用次数
引用次数
引用: 1,119
H-指数: 13
I10-指数 : 19
出版物: 41
NeurOpt: Neural network based optimization for building energy management and climate control.
Manfred Morari , Francesco Smarra , Alessandro D'Innocenzo , Achin Jain
Learning for Dynamics and Control 445 -454
26
2020
Learning affine predictors for MPC of nonlinear systems via artificial neural networks
Francesco Smarra , Alberto Bemporad , Alessandro D’Innocenzo , Daniele Masti
IFAC-PapersOnLine 53 ( 2) 5233 -5238
1
2020
Learning Markov Jump Affine Systems via Regression Trees for MPC
Francesco Smarra , Alessandro D’Innocenzo
IFAC-PapersOnLine 53 ( 2) 5252 -5257
1
2020
Data-driven model predictive control using random forests for building energy optimization and climate control
Francesco Smarra , Achin Jain , Tullio de Rubeis , Dario Ambrosini
Applied Energy 226 1252 -1272
233
2018
DR-Advisor: A data-driven demand response recommender system
Madhur Behl , Francesco Smarra , Rahul Mangharam
Applied Energy 170 30 -46
41
2016
A Hardware-in-the-Loop Framework for Urban Mobility Scenarios within the 5G Trial in L’Aquila
Elena Cinque , Francesco Valentini , Francesco Smarra , Fabio Franchi
ursi general assembly and scientific symposium
2020
Resilient stabilization of Multi-Hop Control Networks subject to malicious attacks
Alessandro D’Innocenzo , Francesco Smarra , Maria Domenica Di Benedetto
Automatica 71 ( 71) 1 -9
25
2016
Data-Driven Model Predictive Control with Regression Trees—An Application to Building Energy Management
Achin Jain , Francesco Smarra , Madhur Behl , Rahul Mangharam
ACM Transactions on Cyber-Physical Systems 2 ( 1) 4
58
2018
Learning Models for Seismic-Induced Vibrations Optimal Control in Structures via Random Forests
Francesco Smarra , Giovanni Domenico Di Girolamo , Vincenzo Gattulli , Fabio Graziosi
Journal of Optimization Theory and Applications 187 ( 3) 855 -874
13
2020
Data-driven switching modeling for MPC using Regression Trees and Random Forests
Francesco Smarra , Giovanni Domenico Di Girolamo , Vittorio De Iuliis , Achin Jain
Nonlinear Analysis: Hybrid Systems 36 100882
40
2020
An entropy-based sensor selection algorithm for structural damage detection
Jimmy Tjen , Francesco Smarra , Alessandro D'Innocenzo
conference on automation science and engineering 1566 -1571
2020
State of the art of cyber-physical systems security : An automatic control perspective
Yuriy Zacchia Lun , Alessandro D’Innocenzo , Francesco Smarra , Ivano Malavolta
Journal of Systems and Software 149 174 -216
157
2019
CADET: Control-Aware Dynamic Edge Computing for Real-Time Target Tracking in UAV Systems
Luis Felipe Florenzan Reyes , Francesco Smarra , Alessandro D’Innocenzo , Marco Levorato
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1 -5
1
2023
Data-driven switched affine modeling for model predictive control
Francesco Smarra , Achin Jain , Rahul Mangharam , Alessandro D’Innocenzo
IFAC Conference on Analysis and Design of Hybrid Systems (ADHS)
39
2018
Efficient routing redundancy design over lossy networks
Francesco Smarra , Maria Domenica Di Benedetto , Alessandro D'Innocenzo
International Journal of Robust and Nonlinear Control 28 ( 6) 2574 -2597
3
2018
On the stability of switched arx models, with an application to learning via regression trees
Vittorio De Iuliis , Francesco Smarra , Costanzo Manes , Alessandro D’Innocenzo
IFAC-PapersOnLine 54 ( 5) 61 -66
9
2021
Stability analysis of switched ARX models and application to learning with guarantees
Vittorio De Iuliis , Francesco Smarra , Costanzo Manes , Alessandro D’Innocenzo
Nonlinear Analysis: Hybrid Systems 46 101250 -101250
7
2022
Learning methods for structural damage detection via entropy‐based sensors selection
Francesco Smarra , Jimmy Tjen , Alessandro D'Innocenzo
International Journal of Robust and Nonlinear Control 32 ( 10) 6035 -6067
13
2022
Assessing modal property variation in an historical retrofitted masonry building
Francesco Potenza , Vincenzo Gattulli , Francesco Smarra , Alessandro D’Innocenzo
A novel method for daylight harvesting optimization based on lighting simulation and data-driven optimal control
Tullio de Rubeis , Niko Gentile , Francesco Smarra , Alessandro D’Innocenzo
Proceedings of building simulation 2019: 16th conference of IBPSA 16 1036 -1043
8
2020