Alessandro D’Innocenzo

Data-driven model predictive control using random forests for building energy optimization and climate control

Francesco Smarra, Achin Jain, Tullio de Rubeis et al. · Applied Energy · 2018 · 335 citations · Full text

Architecture, Building Science, Building Performance Simulation +15

Compositional Modeling and Analysis of Multi-Hop Control Networks

Rajeev Alur, Alessandro D’Innocenzo, Karl Henrik Johansson et al. · IEEE Transactions on Automatic Control · 2011 · 118 citations

Engineering, Computer Engineering, Computer Science +17

Approximate Abstractions of Stochastic Hybrid Systems

Alessandro Abate, Alessandro D’Innocenzo, Maria Domenica Di Benedetto · IEEE Transactions on Automatic Control · 2011 · 73 citations

Engineering, Computer Science, Mathematics +17

Modeling and Analysis of Multi-hop Control Networks

Rajeev Alur, Alessandro D’Innocenzo, Karl Henrik Johansson et al. · 2009 · 52 citations · Full text

Computing, Computer Science, Systems Engineering +17

Data-driven switching modeling for MPC using Regression Trees and Random Forests

Francesco Smarra, Giovanni Domenico Di Girolamo, Vittorio De Iuliis et al. · Nonlinear Analysis Hybrid Systems · 2020 · 51 citations

Computing, Data Science, Optimization +12