Artikel mit Open-Access-Mandaten - Alfonso CapozzoliWeitere Informationen
Nicht verfügbar: 5
Analysis of the temperature dependence of the thermal conductivity in Vacuum Insulation Panels
S Fantucci, A Lorenzati, A Capozzoli, M Perino
Energy and Buildings 183, 64-74, 2019
Mandate: Fraunhofer-Gesellschaft, Government of Italy
Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context
C Fan, Y Lei, Y Sun, MS Piscitelli, R Chiosa, A Capozzoli
Energy 240, 122775, 2022
Mandate: National Natural Science Foundation of China
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
Mandate: Government of Italy
Leveraging graph convolutional networks for semi-supervised fault diagnosis of HVAC systems in data-scarce contexts
C Fan, Y Lin, MS Piscitelli, R Chiosa, H Wang, A Capozzoli, Y Ma
Building Simulation 16 (8), 1499-1517, 2023
Mandate: National Natural Science Foundation of China
Experimental assessment of ground-truth faults in a typical single-duct dual-fan air-handling unit under Mediterranean climatic conditions: Impact scenarios of sensors’ offset …
A Rosato, F Guarino, M El Youssef, A Capozzoli, M Masullo, L Maffei
Energy and Buildings 275, 112492, 2022
Mandate: Government of Italy
Verfügbar: 23
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
Mandate: US Department of Energy
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
Mandate: US National Science Foundation, US Department of Energy
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
Mandate: Research Grants Council, Hong Kong
Online transfer learning strategy for enhancing the scalability and deployment of deep reinforcement learning control in smart buildings
D Coraci, S Brandi, T Hong, A Capozzoli
Applied Energy 333, 120598, 2023
Mandate: US Department of Energy
Ten questions concerning reinforcement learning for building energy management
Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ...
Building and Environment 241, 110435, 2023
Mandate: US Department of Energy
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
Mandate: Government of Italy
Enhancing energy management in grid-interactive buildings: A comparison among cooperative and coordinated architectures
G Pinto, A Kathirgamanathan, E Mangina, DP Finn, A Capozzoli
Applied Energy 310, 118497, 2022
Mandate: Science Foundation Ireland
Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics
G Pinto, R Messina, H Li, T Hong, MS Piscitelli, A Capozzoli
Energy and Buildings 276, 112530, 2022
Mandate: US Department of Energy
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings
A Galli, MS Piscitelli, V Moscato, A Capozzoli
Expert Systems with Applications 206, 117649, 2022
Mandate: Government of Italy
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
Mandate: Government of Italy
Potentialities of a low temperature solar heating system based on slurry phase change materials (PCS)
G Serale, Y Cascone, A Capozzoli, E Fabrizio, M Perino
Energy Procedia 62, 355-363, 2014
Mandate: Government of Italy
Exploring energy performance certificates through visualization.
T Cerquitelli, E Di Corso, S Proto, A Capozzoli, F Bellotti, MG Cassese, ...
EDBT/ICDT Workshops, 2019
Mandate: Government of Italy
Real building implementation of a deep reinforcement learning controller to enhance energy efficiency and indoor temperature control
A Silvestri, D Coraci, S Brandi, A Capozzoli, E Borkowski, J Köhler, D Wu, ...
Applied Energy 368, 123447, 2024
Mandate: Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
Application of a Stochastic Multicriteria Acceptability Analysis to support decision-making within a macro-scale energy model: Case study of the electrification of the road …
D Lerede, G Pinto, M Saccone, C Bustreo, A Capozzoli, L Savoldi
Energy 236, 121444, 2021
Mandate: European Commission
A Data-Driven Energy Platform: From Energy Performance Certificates to Human-Readable Knowledge through Dynamic High-Resolution Geospatial Maps
T Cerquitelli, E Di Corso, S Proto, P Bethaz, D Mazzarelli, A Capozzoli, ...
Electronics 9 (12), 2132, 2020
Mandate: Government of Italy
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