SILVIO BRANDI

Most recent publications

Coraci, D.; Brandi, S.; Piscitelli, M. S.; Capozzoli, A. (2021)
Online implementation of a soft actor-critic agent to enhance indoor temperature control and energy efficiency in buildings. In: ENERGIES, vol. 14. ISSN 1996-1073 Download fulltext
Brandi, S.; Piscitelli, M. S.; Martellacci, M.; Capozzoli, A. (2020)
Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings. In: ENERGY AND BUILDINGS, vol. 224. ISSN 0378-7788
Piscitelli, M. S.; Brandi, S.; Capozzoli, A.; Xiao, F. (2020)
A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings. In: BUILDING SIMULATION. ISSN 1996-3599 Download fulltext
Piscitelli, MARCO SAVINO; Brandi, Silvio; Gennaro, Giovanni; Capozzoli, Alfonso; ... (2019)
Advanced Control Strategies For The Modulation of Solar Radiation In Buildings: MPC-enhanced Rule-based Control. In: International Building Performance Simulation Conference, Roma, September 2019
Piscitelli, M. S.; Brandi, S.; Capozzoli, A. (2019)
Recognition and classification of typical load profiles in buildings with non-intrusive learning approach. In: APPLIED ENERGY, vol. 255. ISSN 0306-2619
Capozzoli, Alfonso; Piscitelli, Marco Savino; Brandi, Silvio; Grassi, Daniele; Chicco, ... (2018)
Automated load pattern learning and anomaly detection for enhancing energy management in smart buildings. In: ENERGY, vol. 157, pp. 336-352. ISSN 0360-5442
Capozzoli, Alfonso; Piscitelli, Marco Savino; Brandi, Silvio (2017)
Mining typical load profiles in buildings to support energy management in the smart city context. In: ENERGY PROCEDIA, vol. 134, pp. 865-874. ISSN 1876-6102 Download fulltext
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