Archivio Istituzionale della RicercaCAPOZZOLI, ALFONSO
CAPOZZOLI, ALFONSO
Dipartimento Energia
022292
Cost-Sensitive Bayesian Networks for FDD in HVAC Systems: A Fault Impact-Driven Approach
2026 Paolini, Marco; Piscitelli, Marco Savino; Rosato, Antonio; Capozzoli, Alfonso
Experimental Assessment of Valves’ Fault Severities in an Air-Handling Unit: Energy, Environmental, and Economic Impacts Under Italian Conditions
2026 Rosato, A.; Youssef, M. E.; Mercuri, R.; Masullo, M.; Scorpio, M.; Piscitelli, M. S.; Capozzoli, A.
Experimental Performance Evaluation of Cost-Sensitive Bayesian Networks for Fault Detection and Diagnosis in HVAC Systems
2026 Paolini, M.; Piscitelli, M. S.; Hooman, A.; Rosato, A.; Capozzoli, A.
Exploring the Potential of Large Language Models to Enhance Interoperability of Energy Management and Information Systems in buildings
2026 Giudice, Rocco; Piscitelli, Marco Savino; Perini, Marco; Antonucci, Daniele; Pozza, Cristian; Capozzoli, Alfonso
A Data-Driven Process for Optimal Incentive Sharing in Collective Self-Consumption Groups of Residential Users
2025 Giudice, Rocco; Piscitelli, Marco Savino; Chiosa, Roberto; Capozzoli, Alfonso
Generation of synthetic load profiles for different typologies of residential users through metadata-driven generative AI models
2025 Giudice, Rocco; Amico, Simone; Piscitelli, Marco Savino; Capozzoli, Alfonso
Spatio-Temporal Characterization and Short-term Prediction of Indoor Temperature in Multi-zone Buildings
2025 Piscitelli, Marco Savino; Ye, Qichao; Chiosa, Roberto; Capozzoli, Alfonso
A Data-Driven Approach to Evaluate the Smart Readiness Indicator for the Functionality “Respond to Users’ Needs”
2024 Maggiulli, Martina; Piscitelli, Marco Savino; Capozzoli, Alfonso
Overview on Fault Detection and Diagnosis Methods in Building HVAC Systems: Toward a Hybrid Approach
2024 Piscitelli, Marco Savino; Hooman, Armin; Rosato, Antonio; Capozzoli, Alfonso
A framework for the design of representative neighborhoods for energy flexibility assessment in CityLearn
2023 Nweye, Kingsley; Kaspar, Kathryn; Buscemi, Giacomo; Pinto, Giuseppe; Li, Han; Hong, Tianzhen; Ouf, Mohamed; Capozzoli, Alfonso; Nagy, Zoltan
CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities
2023 Nweye, Kingsley; Kaspar, Kathryn; Buscemi, Giacomo; Pinto, Giuseppe; Li, Han; Hong, Tianzhen; Ouf, Mohamed; Capozzoli, Alfonso; Nagy, Zoltan
RECsim—Virtual Testbed for Control Strategies Implementation in Renewable Energy Communities
2023 Gallo, A.; Piscitelli, M. S.; Fenili, L.; Capozzoli, A.
Towards automated fault detection and diagnosis in district heating customers: generation and analysis of a labeled dataset with ground truth
2023 Leiria, D.; Andersen, K. H.; Melgaard, S. P.; Johra, H.; Marszal-Pomianowska, A.; Piscitelli, M. S.; Capozzoli, A.; Pomianowski, M. Z.
Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat dataset
2022 Li, H.; Pinto, G.; Capozzoli, A.; Hong, T.
Energy Management of a Residential Heating System Through Deep Reinforcement Learning
2022 Brandi, S.; Coraci, D.; Borello, D.; Capozzoli, A.
Advanced Control Strategies For The Modulation of Solar Radiation In Buildings: MPC-enhanced Rule-based Control
2020 Piscitelli, MARCO SAVINO; Brandi, Silvio; Gennaro, Giovanni; Capozzoli, Alfonso; Favoino, Fabio; Serra, Valentina
The impact of stakeholder preferences in multicriteria evaluation for the retrofitting of office buildings in Italy
2020 Pinto, G.; Capozzoli, A.; Piscitelli, M. S.; Savoldi, L.
Exploring energy performance certificates through visualization
2019 Cerquitelli, Tania; DI CORSO, Evelina; Proto, Stefano; Capozzoli, Alfonso; Bellotti, Fabio; Cassese, MARIA GIOVANNA; Baralis, ELENA MARIA; Mellia, Marco; Casagrande, Silvia; Tamburini, Martina
Visualising high-resolution energy maps through the exploratory analysis of energy performance certificates
2019 Cerquitelli, T.; Di Corso, E.; Proto, S.; Capozzoli, A.; Mazzarelli, D.; Nasso, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.
A methodological framework for the analysis of the service life of VIPs based envelope components in buildings
2017 Fantucci, S.; Capozzoli, A.; Lorenzati, A.; Perino, M.; Quénard, D.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Cost-Sensitive Bayesian Networks for FDD in HVAC Systems: A Fault Impact-Driven Approach / Paolini, M., Piscitelli, M.S., Rosato, A., Capozzoli, A.. - 470:(2026), pp. 419-428. (17th International Conference on Sustainability in Energy and Buildings, SEB 2025 Catania (Italia) 2025) [10.1007/978-3-032-14677-9_40]. | 1-gen-2026 | Marco PaoliniMarco Savino PiscitelliAlfonso Capozzoli + | - |
| Experimental Assessment of Valves’ Fault Severities in an Air-Handling Unit: Energy, Environmental, and Economic Impacts Under Italian Conditions / Rosato, A., Youssef, M.E., Mercuri, R., Masullo, M., Scorpio, M., Piscitelli, M.S., Capozzoli, A.. - 470:(2026), pp. 407-418. (17th International Conference on Sustainability in Energy and Buildings, SEB 2025 Catania (Italia) ) [10.1007/978-3-032-14677-9_39]. | 1-gen-2026 | Piscitelli M. S.Capozzoli A. + | - |
| Experimental Performance Evaluation of Cost-Sensitive Bayesian Networks for Fault Detection and Diagnosis in HVAC Systems / Paolini, M., Piscitelli, M.S., Hooman, A., Rosato, A., Capozzoli, A.. - 113:(2026), pp. 461-472. (16th International Conference on Sustainability in Energy and Buildings, SEB 2024 Portugal 2024) [10.1007/978-981-96-5069-9_39]. | 1-gen-2026 | Paolini M.Piscitelli M. S.Hooman A.Rosato A.Capozzoli A. | - |
| Exploring the Potential of Large Language Models to Enhance Interoperability of Energy Management and Information Systems in buildings / Giudice, R., Piscitelli, M.S., Perini, M., Antonucci, D., Pozza, C., Capozzoli, A.. - ELETTRONICO. - (2026), pp. 1650-1659. (15th REHVA HVAC World Congress - CLIMA 2025 Milano, Italia ) [10.1007/978-3-032-10546-2_159]. | 1-gen-2026 | Giudice, RoccoPiscitelli, Marco SavinoCapozzoli, Alfonso + | - |
| A Data-Driven Process for Optimal Incentive Sharing in Collective Self-Consumption Groups of Residential Users / Giudice, R., Piscitelli, M.S., Chiosa, R., Capozzoli, A.. - ELETTRONICO. - 553 LNCE:(2025), pp. 19-24. (9th International Building Physics Conference, IBPC 2024 Toronto, Canada 25 - 27 July, 2024) [10.1007/978-981-97-8309-0_3]. | 1-gen-2025 | Giudice, RoccoPiscitelli, Marco SavinoChiosa, RobertoCapozzoli, Alfonso | - |
| Generation of synthetic load profiles for different typologies of residential users through metadata-driven generative AI models / Giudice, R., Amico, S., Piscitelli, M.S., Capozzoli, A.. - In: BUILDING SIMULATION CONFERENCE PROCEEDINGS. - ISSN 2522-2708. - 19:(2025). (19th IBPSA Conference on Building Simulation, BS 2025 aus 2025) [10.26868/25222708.2025.1673]. | 1-gen-2025 | Giudice, RoccoAmico, SimonePiscitelli, Marco SavinoCapozzoli, Alfonso | - |
| Spatio-Temporal Characterization and Short-term Prediction of Indoor Temperature in Multi-zone Buildings / Piscitelli, M.S., Ye, Q., Chiosa, R., Capozzoli, A.. - ELETTRONICO. - 555 LNCE:(2025), pp. 154-160. (9th International Building Physics Conference, IBPC 2024 Toronto, Canada 25 - 27 July, 2024) [10.1007/978-981-97-8317-5_24]. | 1-gen-2025 | Piscitelli, Marco SavinoChiosa, RobertoCapozzoli, Alfonso + | - |
| A Data-Driven Approach to Evaluate the Smart Readiness Indicator for the Functionality “Respond to Users’ Needs” / Maggiulli, M., Piscitelli, M.S., Capozzoli, A.. - 378:(2024), pp. 589-599. (SEB 2023: Sustainability in energy and buildings 2023 Bari (Italy) 18-20 September 2023) [10.1007/978-981-99-8501-2_51]. | 1-gen-2024 | Maggiulli, MartinaPiscitelli, Marco SavinoCapozzoli, Alfonso | 978-981-99-8501-2_51.pdf; Manuscript_03.07.23.pdf |
| Overview on Fault Detection and Diagnosis Methods in Building HVAC Systems: Toward a Hybrid Approach / Piscitelli, M.S., Hooman, A., Rosato, A., Capozzoli, A.. - 378:(2024), pp. 709-719. (SEB 2023: Sustainability in energy and buildings 2023 Bari (Italy) 18-20 September 2023) [10.1007/978-981-99-8501-2_61]. | 1-gen-2024 | Piscitelli, Marco SavinoCapozzoli, Alfonso + | - |
| A framework for the design of representative neighborhoods for energy flexibility assessment in CityLearn / Nweye, K., Kaspar, K., Buscemi, G., Pinto, G., Li, H., Hong, T., Ouf, M., Capozzoli, A., Nagy, Z.. - In: BUILDING SIMULATION CONFERENCE PROCEEDINGS. - ISSN 2522-2708. - ELETTRONICO. - 18:(2023), pp. 1814-1821. (18th Conference of International Building Performance Simulation Association Shangai (China) 4-6 September) [10.26868/25222708.2023.1404]. | 1-gen-2023 | Buscemi, GiacomoPinto, GiuseppeCapozzoli, Alfonso + | bs2023_1404 (1).pdf |
| CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities / Nweye, K., Kaspar, K., Buscemi, G., Pinto, G., Li, H., Hong, T., Ouf, M., Capozzoli, A., Nagy, Z.. - ELETTRONICO. - (2023), pp. 274-275. (10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2023 Istanbul (TUR) 2023) [10.1145/3600100.3626257]. | 1-gen-2023 | Buscemi, GiacomoPinto, GiuseppeCapozzoli, Alfonso + | 3600100.3626257.pdf |
| 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. (SEB 2022: Sustainability in energy and buildings 2022 Split, Croatia 14-16 September) [10.1007/978-981-19-8769-4_30]. | 1-gen-2023 | Gallo A.Piscitelli M. S.Capozzoli A. + | seb22f-047.pdf |
| Towards automated fault detection and diagnosis in district heating customers: generation and analysis of a labeled dataset with ground truth / Leiria, D., Andersen, K.H., Melgaard, S.P., Johra, H., Marszal-Pomianowska, A., Piscitelli, M.S., Capozzoli, A., Pomianowski, M.Z.. - In: BUILDING SIMULATION CONFERENCE PROCEEDINGS. - ISSN 2522-2708. - 18:(2023), pp. 2972-2979. (Building Simulation 2023 Shanghai, China September 4-6, 2023) [10.26868/25222708.2023.1576]. | 1-gen-2023 | Piscitelli M. S.Capozzoli A. + | Towards-automated-fault-detection-and-diagnosis-in-district-heating-customers-generation-and-analysis-of-a-labeled-dataset-with-ground-truth.pdf |
| 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. (BuildSys '22: The 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation Boston (USA) 9 - 10 Novembre, 2022) [10.1145/3563357.3564056]. | 1-gen-2022 | Pinto G.Capozzoli A. + | 3563357.3564056.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. (13th KES International Conference on Sustainability and Energy in Buildings, SEB 2021 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 |
| Advanced Control Strategies For The Modulation of Solar Radiation In Buildings: MPC-enhanced Rule-based Control / Piscitelli, M.S., Brandi, S., Gennaro, G., Capozzoli, A., Favoino, F., Serra, V.. - STAMPA. - 16:(2020). (International Building Performance Simulation Conference Roma September 2019). | 1-gen-2020 | Marco Savino PiscitelliSilvio BrandiGiovanni GennaroAlfonso CapozzoliFabio FavoinoValentina Serra | - |
| The impact of stakeholder preferences in multicriteria evaluation for the retrofitting of office buildings in Italy / Pinto, G., Capozzoli, A., Piscitelli, M.S., Savoldi, L.. - STAMPA. - 163:(2020), pp. 581-591. (11th International Conference on Sustainability and Energy in Buildings, SEB 2019 Budapest (HUN) 4th -5th July 2019) [10.1007/978-981-32-9868-2_49]. | 1-gen-2020 | Pinto G.Capozzoli A.Piscitelli M. S.Savoldi L. | The impact of stakeholder preferences in multicriteria evaluation for the retrofitting of office buildings in Italy.pdf |
| Exploring energy performance certificates through visualization / Cerquitelli, T., DI CORSO, E., Proto, S., Capozzoli, A., Bellotti, F., Cassese, M.G., Baralis, E.M., Mellia, M., Casagrande, S., Tamburini, M.. - ELETTRONICO. - 2322:(2019). (2nd International Workshop on Big Data Visual Exploration and Analytics (BigVis) Lisbon, Portugal March 26, 2019). | 1-gen-2019 | Tania CerquitelliEvelina Di CorsoAlfonso CapozzoliMaria Giovanna CasseseElena BaralisMarco Mellia + | BigVis2019_CemeraReady.pdf |
| Visualising high-resolution energy maps through the exploratory analysis of energy performance certificates / Cerquitelli, T., Di Corso, E., Proto, S., Capozzoli, A., Mazzarelli, D., Nasso, A., Baralis, E., Mellia, M., Casagrande, S., Tamburini, M.. - ELETTRONICO. - (2019), pp. 1-6. (2nd International Conference on Smart Energy Systems and Technologies, SEST 2019 Porto (Portugal) 2019) [10.1109/SEST.2019.8849061]. | 1-gen-2019 | Cerquitelli T.Di Corso E.Capozzoli A.Baralis E.Mellia M. + | SEST2019 (28).pdf |
| A methodological framework for the analysis of the service life of VIPs based envelope components in buildings / Fantucci, S., Capozzoli, A., Lorenzati, A., Perino, M., Quénard, D.. - ELETTRONICO. - (2017), pp. 69-70. (IVIS 2017 CSTB - Paris - France September 20–21, 2017). | 1-gen-2017 | S. FantucciA. CapozzoliA. LorenzatiM. Perino + | - |