Marco Savino Piscitelli
Title
Cited by
Cited by
Year
Data analytics for occupancy pattern learning to reduce the energy consumption of HVAC systems in office buildings
A Capozzoli, MS Piscitelli, A Gorrino, I Ballarini, V Corrado
Sustainable cities and society 35, 191-208, 2017
752017
Automated load pattern learning and anomaly detection for enhancing energy management in smart buildings
A Capozzoli, MS Piscitelli, S Brandi, D Grassi, G Chicco
Energy 157, 336-352, 2018
642018
Mining typical load profiles in buildings to support energy management in the smart city context
A Capozzoli, MS Piscitelli, S Brandi
Energy Procedia 134, 865-874, 2017
442017
Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings
S Brandi, MS Piscitelli, M Martellacci, A Capozzoli
Energy and Buildings 224, 110225, 2020
382020
Recognition and classification of typical load profiles in buildings with non-intrusive learning approach
MS Piscitelli, S Brandi, A Capozzoli
Applied Energy 255, 113727, 2019
262019
A novel methodology for energy performance benchmarking of buildings by means of Linear Mixed Effect Model: The case of space and DHW heating of out-patient Healthcare Centres
A Capozzoli, MS Piscitelli, F Neri, D Grassi, G Serale
Applied Energy 171, 592-607, 2016
232016
Discovering knowledge from a residential building stock through data mining analysis for engineering sustainability
A Capozzoli, D Grassi, MS Piscitelli, G Serale
Energy Procedia 83, 370-379, 2015
222015
Exploring energy certificates of buildings through unsupervised data mining techniques
E Di Corso, T Cerquitelli, MS Piscitelli, A Capozzoli
2017 IEEE International Conference on Internet of Things (iThings) and IEEE…, 2017
162017
Data mining for energy analysis of a large data set of flats
A Capozzoli, G Serale, MS Piscitelli, D Grassi
Proceedings of the Institution of Civil Engineers-Engineering Sustainability…, 2016
162016
A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings
MS Piscitelli, S Brandi, A Capozzoli, F Xiao
Building Simulation, 1-17, 2020
142020
Towards an automated, fast and interpretable estimation model of heating energy demand: A data-driven approach exploiting building energy certificates
A Attanasio, M Savino Piscitelli, S Chiusano, A Capozzoli, T Cerquitelli
Energies 12 (7), 1273, 2019
142019
Enhancing operational performance of AHUs through an advanced fault detection and diagnosis process based on temporal association and decision rules
MS Piscitelli, DM Mazzarelli, A Capozzoli
Energy and Buildings 226, 110369, 2020
132020
Coordinated energy management for a cluster of buildings through deep reinforcement learning
G Pinto, MS Piscitelli, JR Vzquez-Canteli, Z Nagy, A Capozzoli
Energy 229, 120725, 2021
112021
Enhancing energy efficiency in buildings through innovative data analytics technologies
A Capozzoli, T Cerquitelli, M Piscitelli
Next Generation Platforms for Intelligent Data Collection; Dobre, C., Xhafa…, 2016
112016
Exploring the Potentialities of Deep Reinforcement Learning for Incentive-Based Demand Response in a Cluster of Small Commercial Buildings
D Deltetto, D Coraci, G Pinto, MS Piscitelli, A Capozzoli
Energies 14 (10), 2933, 2021
42021
Online Implementation of a Soft Actor-Critic Agent to Enhance Indoor Temperature Control and Energy Efficiency in Buildings
D Coraci, S Brandi, MS Piscitelli, A Capozzoli
Energies 14 (4), 997, 2021
42021
A Data Analytics-Based Energy Information System (EIS) Tool to Perform Meter-Level Anomaly Detection and Diagnosis in Buildings
R Chiosa, MS Piscitelli, A Capozzoli
Energies 14 (1), 237, 2021
42021
Advanced Control Strategies For The Modulation of Solar Radiation In Buildings: MPC-enhanced Rule-based Control
MS Piscitelli, S Brandi, G Gennaro, A Capozzoli, F Favoino, V Serra
Building Simulation 2019, 2019
12019
Attivit di monitoraggio energetico e ambientale, diagnostica ed Energy Engagement degli utenti degli use case
A Capozzoli, SP Corgnati, MV Di Nicoli, V Fabi, MS Piscitelli, ...
Report Ricerca di Sistema Elettrico RdS/PAR2016/008, 2017
12017
The Impact of Stakeholder Preferences in Multicriteria Evaluation for the Retrofitting of Office Buildings in Italy
G Pinto, A Capozzoli, MS Piscitelli, L Savoldi
Sustainability in Energy and Buildings, 581-591, 2020
2020
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Articles 1–20