Archivio Istituzionale della RicercaCAPOZZOLI, ALFONSO
CAPOZZOLI, ALFONSO
Dipartimento Energia
022292
RECsim—Virtual Testbed for Control Strategies Implementation in Renewable Energy Communities
2023 Gallo, A.; Piscitelli, M. S.; Fenili, L.; Capozzoli, A.
Data-driven fault detection and diagnosis: research and applications for HVAC systems in buildings
2023 Rosato, A.; Piscitelli, M. S.; Capozzoli, A.
Guida alla valutazione dei ponti termici. Conforme alle norme UNI EN ISO 14683 e UNI EN ISO 10211.
2022 Gorrino, Alice; Capozzoli, Alfonso; Corrado, Vincenzo; Soma, Paola
Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context
2022 Fan, C.; Lei, Y.; Sun, Y.; Piscitelli, M. S.; Chiosa, R.; Capozzoli, A.
Enhancing energy management in grid-interactive buildings: A comparison among cooperative and coordinated architectures
2022 Pinto, G.; Kathirgamanathan, A.; Mangina, E.; Finn, D. P.; Capozzoli, A.
Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives
2022 Pinto, G.; Wang, Z.; Roy, A.; Hong, T.; Capozzoli, A.
Comparison of online and offline deep reinforcement learning with model predictive control for thermal energy management
2022 Brandi, S.; Fiorentini, M.; Capozzoli, A.
Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics
2022 Pinto, Giuseppe; Messina, Riccardo; Li, Han; Hong, Tianzhen; Piscitelli, Marco Savino; Capozzoli, Alfonso
Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat dataset
2022 Li, H.; Pinto, G.; Capozzoli, A.; Hong, T.
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 and fans? failure
2022 Rosato, A; Guarino, F; El Youssef, M; Capozzoli, A; Masullo, M; Maffei, L
A predictive and adaptive control strategy to optimize the management of integrated energy systems in buildings
2022 Brandi, S.; Gallo, A.; Capozzoli, A.
Energy Management of a Residential Heating System Through Deep Reinforcement Learning
2022 Brandi, S.; Coraci, D.; Borello, D.; Capozzoli, A.
Towards a self-tuned data analytics-based process for an automatic context-aware detection and diagnosis of anomalies in building energy consumption timeseries
2022 Chiosa, R.; Piscitelli, M. S.; Fan, C.; Capozzoli, A.
Faulty Operation of Coils' and Humidifier Valves in a Typical Air-Handling Unit: Experimental Impact Assessment of Indoor Comfort and Patterns of Operating Parameters under Mediterranean Climatic Conditions
2022 Rosato, A; Guarino, F; El Youssef, M; Capozzoli, A; Masullo, M; Maffei, L
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings
2022 Galli, A.; Piscitelli, M. S.; Moscato, V.; Capozzoli, A.
Online implementation of a soft actor-critic agent to enhance indoor temperature control and energy efficiency in buildings
2021 Coraci, D.; Brandi, S.; Piscitelli, M. S.; Capozzoli, A.
A data analytics-based energy information system (EIS) tool to perform meter-level anomaly detection and diagnosis in buildings
2021 Chiosa, R.; Piscitelli, M. S.; Capozzoli, A.
Enhancing energy efficiency and comfort in buildings through model predictive control for dynamic façades with electrochromic glazing
2021 Isaia, F.; Fiorentini, M.; Serra, V.; Capozzoli, A.
Coordinated energy management for a cluster of buildings through deep reinforcement learning
2021 Pinto, G.; Piscitelli, M. S.; Vazquez-Canteli, J. R.; Nagy, Z.; Capozzoli, A.
Exploring the potentialities of deep reinforcement learning for incentive-based demand response in a cluster of small commercial buildings
2021 Deltetto, D.; Coraci, D.; Pinto, G.; Piscitelli, M. S.; Capozzoli, A.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| RECsim—Virtual Testbed for Control Strategies Implementation in Renewable Energy Communities / Gallo, A.; Piscitelli, M. S.; Fenili, L.; Capozzoli, A.. - 336 SIST:(2023), pp. 313-323. ((Intervento presentato al convegno SEB 2022: Sustainability in energy and buildings 2022 tenutosi a Split, Croatia nel 14-16 September [10.1007/978-981-19-8769-4_30]. | 1-gen-2023 | Gallo A.Piscitelli M. S.Capozzoli A. + | - |
| Data-driven fault detection and diagnosis: research and applications for HVAC systems in buildings / Rosato, A.; Piscitelli, M. S.; Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 16:2(2023), p. 854. [10.3390/en16020854] | 1-gen-2023 | Piscitelli M. S.Capozzoli A. + | Data driven Fault Detection and Diagnosis Research and Applications for HVAC Systems in Buildings.pdf |
| Guida alla valutazione dei ponti termici. Conforme alle norme UNI EN ISO 14683 e UNI EN ISO 10211 / Gorrino, Alice; Capozzoli, Alfonso; Corrado, Vincenzo; Soma, Paola. - STAMPA. - (2022), pp. 1-112. | 1-gen-2022 | Gorrino, AliceCapozzoli, AlfonsoCorrado, Vincenzo + | - |
| Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context / Fan, C.; Lei, Y.; Sun, Y.; Piscitelli, M. S.; Chiosa, R.; Capozzoli, A.. - In: ENERGY. - ISSN 0360-5442. - ELETTRONICO. - 240:(2022), p. 122775. [10.1016/j.energy.2021.122775] | 1-gen-2022 | Piscitelli M. S.Chiosa R.Capozzoli A. + | 1-s2.0-S0360544221030243-main.pdf |
| Enhancing energy management in grid-interactive buildings: A comparison among cooperative and coordinated architectures / Pinto, G.; Kathirgamanathan, A.; Mangina, E.; Finn, D. P.; Capozzoli, A.. - In: APPLIED ENERGY. - ISSN 0306-2619. - STAMPA. - 310:(2022), p. 118497. [10.1016/j.apenergy.2021.118497] | 1-gen-2022 | Pinto G.Capozzoli A. + | 1-s2.0-S0306261921017128-main.pdf |
| Transfer learning for smart buildings: A critical review of algorithms, applications, and future perspectives / Pinto, G.; Wang, Z.; Roy, A.; Hong, T.; Capozzoli, A.. - In: ADVANCES IN APPLIED ENERGY. - ISSN 2666-7924. - STAMPA. - 5:(2022), p. 100084. [10.1016/j.adapen.2022.100084] | 1-gen-2022 | Pinto G.Capozzoli A. + | 1-s2.0-S2666792422000026-main.pdf |
| Comparison of online and offline deep reinforcement learning with model predictive control for thermal energy management / Brandi, S.; Fiorentini, M.; Capozzoli, A.. - In: AUTOMATION IN CONSTRUCTION. - ISSN 0926-5805. - ELETTRONICO. - 135:(2022), p. 104128. [10.1016/j.autcon.2022.104128] | 1-gen-2022 | Brandi S.Fiorentini M.Capozzoli A. | 1-s2.0-S0926580522000012-main.pdf |
| Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics / Pinto, Giuseppe; Messina, Riccardo; Li, Han; Hong, Tianzhen; Piscitelli, Marco Savino; Capozzoli, Alfonso. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 276:(2022), p. 112530. [10.1016/j.enbuild.2022.112530] | 1-gen-2022 | Pinto, GiuseppeMessina, RiccardoPiscitelli, Marco SavinoCapozzoli, Alfonso + | - |
| Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat dataset / Li, H.; Pinto, G.; Capozzoli, A.; Hong, T.. - ELETTRONICO. - (2022), pp. 242-245. ((Intervento presentato al convegno BuildSys '22: The 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation tenutosi a Boston (USA) nel 9 - 10 Novembre, 2022 [10.1145/3563357.3564056]. | 1-gen-2022 | Pinto G.Capozzoli A. + | 3563357.3564056.pdf |
| 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 and fans? failure / Rosato, A; Guarino, F; El Youssef, M; Capozzoli, A; Masullo, M; Maffei, L. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 275:(2022), p. 112492. [10.1016/j.enbuild.2022.112492] | 1-gen-2022 | Capozzoli, A + | Experimental assessment of ground truth faults.pdf; ENB-S-22-02587_postprint.pdf |
| A predictive and adaptive control strategy to optimize the management of integrated energy systems in buildings / Brandi, S.; Gallo, A.; Capozzoli, A.. - In: ENERGY REPORTS. - ISSN 2352-4847. - 8:(2022), pp. 1550-1567. [10.1016/j.egyr.2021.12.058] | 1-gen-2022 | Brandi S.Gallo A.Capozzoli A. | 1-s2.0-S2352484721014979.pdf |
| Energy Management of a Residential Heating System Through Deep Reinforcement Learning / Brandi, S.; Coraci, D.; Borello, D.; Capozzoli, A.. - STAMPA. - 263:(2022), pp. 329-339. ((Intervento presentato al convegno 13th KES International Conference on Sustainability and Energy in Buildings, SEB 2021 nel 2021 [10.1007/978-981-16-6269-0_28]. | 1-gen-2022 | Brandi S.Coraci D.Capozzoli A. + | Energy Management of a Residential Heating System Through Deep Reinforcement Learning.pdf |
| Towards a self-tuned data analytics-based process for an automatic context-aware detection and diagnosis of anomalies in building energy consumption timeseries / Chiosa, R.; Piscitelli, M. S.; Fan, C.; Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 270:(2022), p. 112302. [10.1016/j.enbuild.2022.112302] | 1-gen-2022 | Chiosa R.Piscitelli M. S.Capozzoli A. + | manuscript post-print.pdf; 1-s2.0-S037877882200473X-main.pdf |
| Faulty Operation of Coils' and Humidifier Valves in a Typical Air-Handling Unit: Experimental Impact Assessment of Indoor Comfort and Patterns of Operating Parameters under Mediterranean Climatic Conditions / Rosato, A; Guarino, F; El Youssef, M; Capozzoli, A; Masullo, M; Maffei, L. - In: ENERGIES. - ISSN 1996-1073. - 15:18(2022), p. 6781. [10.3390/en15186781] | 1-gen-2022 | Capozzoli, A + | energies-15-06781.pdf |
| Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings / Galli, A.; Piscitelli, M. S.; Moscato, V.; Capozzoli, A.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 206:(2022), p. 117649. [10.1016/j.eswa.2022.117649] | 1-gen-2022 | Piscitelli M. S.Capozzoli A. + | 1-s2.0-S0957417422009526-main.pdf; postprint.pdf |
| Online implementation of a soft actor-critic agent to enhance indoor temperature control and energy efficiency in buildings / Coraci, D.; Brandi, S.; Piscitelli, M. S.; Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - 14:4(2021), p. 997. [10.3390/en14040997] | 1-gen-2021 | Coraci D.Brandi S.Piscitelli M. S.Capozzoli A. | energies-14-00997-v2.pdf |
| A data analytics-based energy information system (EIS) tool to perform meter-level anomaly detection and diagnosis in buildings / Chiosa, R.; Piscitelli, M. S.; Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 14:1(2021), p. 237. [10.3390/en14010237] | 1-gen-2021 | Chiosa R.Piscitelli M. S.Capozzoli A. | energies-14-00237-v2.pdf |
| Enhancing energy efficiency and comfort in buildings through model predictive control for dynamic façades with electrochromic glazing / Isaia, F.; Fiorentini, M.; Serra, V.; Capozzoli, A.. - In: JOURNAL OF BUILDING ENGINEERING. - ISSN 2352-7102. - STAMPA. - 43:(2021), p. 102535. [10.1016/j.jobe.2021.102535] | 1-gen-2021 | Isaia F.Fiorentini M.Serra V.Capozzoli A. | Isaia et al (Journal of building engineering). .pdf |
| Coordinated energy management for a cluster of buildings through deep reinforcement learning / Pinto, G.; Piscitelli, M. S.; Vazquez-Canteli, J. R.; Nagy, Z.; Capozzoli, A.. - In: ENERGY. - ISSN 0360-5442. - ELETTRONICO. - 229:(2021), p. 120725. [10.1016/j.energy.2021.120725] | 1-gen-2021 | Pinto G.Piscitelli M. S.Capozzoli A. + | 1-s2.0-S0360544221009737-main(1).pdf; Accepted_manuscript_Energy_2021.pdf |
| Exploring the potentialities of deep reinforcement learning for incentive-based demand response in a cluster of small commercial buildings / Deltetto, D.; Coraci, D.; Pinto, G.; Piscitelli, M. S.; Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 14:10(2021), p. 2933. [10.3390/en14102933] | 1-gen-2021 | Deltetto D.Coraci D.Pinto G.Piscitelli M. S.Capozzoli A. | energies-14-02933-v2 (1).pdf |