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Alfonso Capozzoli
Alfonso Capozzoli
Full Professor, Politecnico di Torino DENERG
Geverifieerd e-mailadres voor polito.it - Homepage
Titel
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Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
G Serale, M Fiorentini, A Capozzoli, D Bernardini, A Bemporad
Energies 11 (3), 631, 2018
6702018
The early design stage of a building envelope: Multi-objective search through heating, cooling and lighting energy performance analysis
TM Echenagucia, A Capozzoli, Y Cascone, M Sassone
Applied energy 154, 577-591, 2015
3772015
Cooling systems in data centers: state of art and emerging technologies
A Capozzoli, G Primiceri
Energy Procedia 83, 484-493, 2015
2862015
Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives
G Pinto, Z Wang, A Roy, T Hong, A Capozzoli
Advances in Applied Energy 5, 100084, 2022
2282022
Fault detection analysis using data mining techniques for a cluster of smart office buildings
A Capozzoli, F Lauro, I Khan
Expert Systems with Applications 42 (9), 4324-4338, 2015
2262015
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
2092020
USE of the ANOVA approach for sensitive building energy design
HE Mechri, A Capozzoli, V Corrado
Applied Energy 87 (10), 3073-3083, 2010
2072010
A building thermal bridges sensitivity analysis
A Capozzoli, A Gorrino, V Corrado
Applied Energy 107, 229-243, 2013
1522013
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
1492018
Energy saving strategies in air-conditioning for museums
F Ascione, L Bellia, A Capozzoli, F Minichiello
Applied thermal engineering 29 (4), 676-686, 2009
1462009
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
1452017
A review of data-driven fault detection and diagnostics for building HVAC systems
Z Chen, Z O’Neill, J Wen, O Pradhan, T Yang, X Lu, G Lin, S Miyata, S Lee, ...
Applied Energy 339, 121030, 2023
1342023
Fault detection analysis of building energy consumption using data mining techniques
I Khan, A Capozzoli, SP Corgnati, T Cerquitelli
Energy Procedia 42, 557-566, 2013
1262013
Optimisation analysis of PCM-enhanced opaque building envelope components for the energy retrofitting of office buildings in Mediterranean climates
Y Cascone, A Capozzoli, M Perino
Applied energy 211, 929-953, 2018
1222018
Desiccant wheel regenerated by thermal energy from a microcogenerator: experimental assessment of the performances
G Angrisani, A Capozzoli, F Minichiello, C Roselli, M Sasso
Applied Energy 88 (4), 1354-1365, 2011
1032011
Data-driven district energy management with surrogate models and deep reinforcement learning
G Pinto, D Deltetto, A Capozzoli
Applied Energy 304, 117642, 2021
1002021
Coordinated energy management for a cluster of buildings through deep reinforcement learning
G Pinto, MS Piscitelli, JR Vázquez-Canteli, Z Nagy, A Capozzoli
Energy 229, 120725, 2021
972021
A coupled numerical approach on museum air conditioning: Energy and fluid-dynamic analysis
F Ascione, L Bellia, A Capozzoli
Applied energy 103, 416-427, 2013
782013
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
732017
Estimation models of heating energy consumption in schools for local authorities planning
A Capozzoli, D Grassi, F Causone
Energy and Buildings 105, 302-313, 2015
732015
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Artikelen 1–20