Marco Savino Piscitelli

Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings

Silvio Brandi, Marco Savino Piscitelli, Marco Martellacci et al. · Energy and Buildings · 2020 · 224 citations

Artificial Intelligence, Energy Consumption, Engineering +10

Automated load pattern learning and anomaly detection for enhancing energy management in smart buildings

Alfonso Capozzoli, Marco Savino Piscitelli, Silvio Brandi et al. · Energy · 2018 · 144 citations

Anomaly Detection, Machine Learning, Data Science +12

Data analytics for occupancy pattern learning to reduce the energy consumption of HVAC systems in office buildings

Alfonso Capozzoli, Marco Savino Piscitelli, Alice Gorrino et al. · Sustainable Cities and Society · 2017 · 116 citations

Energy Consumption, Built Environment, Engineering +11

Coordinated energy management for a cluster of buildings through deep reinforcement learning

Giuseppe Pinto, Marco Savino Piscitelli, José R. Vázquez-Canteli et al. · Energy · 2021 · 99 citations

Coordinated Energy Management, Engineering, Smart Building +8

Enhancing operational performance of AHUs through an advanced fault detection and diagnosis process based on temporal association and decision rules

Marco Savino Piscitelli, Daniele Mauro Mazzarelli, Alfonso Capozzoli · Energy and Buildings · 2020 · 66 citations

Fault Diagnosis, Engineering, Industrial Engineering +16