Archivio Istituzionale della RicercaCAPOZZOLI, ALFONSO
CAPOZZOLI, ALFONSO
Dipartimento Energia
022292
A label-free hybrid fault detection and diagnosis approach for HVAC systems using bayesian networks
2026 Paolini, Marco; Piscitelli, Marco Savino; Capozzoli, Alfonso
A novel data-analytics based process for load profiling and meter-level anomaly detection in building energy consumption time series
2026 Piscitelli, M. S.; Buscemi, G.; Roselli, C.; Marrasso, E.; Pallotta, G.; Capozzoli, A.
A performance-based incentive sharing mechanism for communities of residential end users leveraging an ontology-driven approach
2026 Giudice, Rocco; Piscitelli, Marco Savino; Capozzoli, Alfonso
Cost-Sensitive Bayesian Networks for FDD in HVAC Systems: A Fault Impact-Driven Approach
2026 Paolini, Marco; Piscitelli, Marco Savino; Rosato, Antonio; Capozzoli, Alfonso
Energy, environmental and economic experimental assessment of a typical air-handling unit operating under single faults on valves, fans and sensors in south of Italy
2026 Rosato, Antonio; Youssef, Mohammad El; Mercuri, Rita; Piscitelli, Marco Savino; 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
Extracting a transferable rule-based controller from deep reinforcement learning agents with validation across multiple scenarios for heat pump systems with thermal storage
2026 Piscitelli, Marco Savino; Mele, Alessandro Aniello; Razzano, Giuseppe; Capozzoli, Alfonso
Novel load-breakdown methodology for a university office building
2026 Marrasso, Elisa; Roselli, Carlo; Pallotta, Giovanna; Capozzoli, Alfonso; Buscemi, Giacomo; Piscitelli, Marco Savino
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
A scalable approach for real-world implementation of deep reinforcement learning controllers in buildings based on online transfer learning: The HiLo case study
2025 Coraci, Davide; Silvestri, Alberto; Razzano, Giuseppe; Fop, Davide; Brandi, Silvio; Borkowski, Esther; Hong, Tianzhen; Schlueter, Arno; Capozzoli, Alfonso
A scalable demand-side energy management control strategy for large residential districts based on an attention-driven multi-agent DRL approach
2025 Savino, Sabrina; Minella, Tommaso; Nagy, Zoltán; Capozzoli, Alfonso
An interpretable data analytics-based energy benchmarking process for supporting retrofit decisions in large residential building stocks
2025 Piscitelli, Marco Savino; Razzano, Giuseppe; Buscemi, Giacomo; Capozzoli, Alfonso
Assessment of Indoor Thermo-Hygrometric Conditions and Energy Demands Associated to Filters and Dampers Faults via Experimental Tests of a Typical Air-Handling Unit During Summer and Winter in Southern Italy
2025 Rosato, Antonio; El Youssef, Mohammad; Mercuri, Rita; Hooman, Armin; Piscitelli, Marco Savino; Capozzoli, Alfonso
BrickLLM: A Python library for generating Brick-compliant RDF graphs using LLMs
2025 Perini, Marco; Antonucci, Daniele; Giudice, Rocco; Piscitelli, Marco Savino; Capozzoli, Alfonso
CityLearn v2: energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities
2025 Nweye, Kingsley; Kaspar, Kathryn; Buscemi, Giacomo; Fonseca, Tiago; Pinto, Giuseppe; Ghose, Dipanjan; Duddukuru, Satvik; Pratapa, Pavani; Li, Han; Mohammadi, Javad; Lino Ferreira, Luis; Hong, Tianzhen; Ouf, Mohamed; Capozzoli, Alfonso; Nagy, Zoltan
Deploying deep reinforcement learning for low-level HVAC control in multi-zone buildings: A comparative study with ASHRAE G36 sequences
2025 Savino, Sabrina; Razzano, Giuseppe; Pagone, Michele; Novara, Carlo; 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
Is it returning too hot? Time series segmentation and feature clustering of end-user substation faults in district heating systems
2025 Leiria, Daniel; Johra, Hicham; Anoruo, Justus; Praulins, Imants; Piscitelli, Marco Savino; Capozzoli, Alfonso; Marszal-Pomianowska, Anna; Pomianowski, Michal Zbigniew
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A label-free hybrid fault detection and diagnosis approach for HVAC systems using bayesian networks / Paolini, M., Piscitelli, M.S., Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 351:(2026). [10.1016/j.enbuild.2025.116658] | 1-gen-2026 | Paolini, MarcoPiscitelli, Marco SavinoCapozzoli, Alfonso | 1-s2.0-S037877882501388X-main_compressed.pdf |
| A novel data-analytics based process for load profiling and meter-level anomaly detection in building energy consumption time series / Piscitelli, M.S., Buscemi, G., Roselli, C., Marrasso, E., Pallotta, G., Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 368:(2026). [10.1016/j.enbuild.2026.117829] | 1-gen-2026 | Piscitelli M. S.Buscemi G.Capozzoli A. + | - |
| A performance-based incentive sharing mechanism for communities of residential end users leveraging an ontology-driven approach / Giudice, R., Piscitelli, M.S., Capozzoli, A.. - In: BUILDING AND ENVIRONMENT. - ISSN 0360-1323. - ELETTRONICO. - 287:(2026). [10.1016/j.buildenv.2025.113786] | 1-gen-2026 | Giudice, RoccoPiscitelli, Marco SavinoCapozzoli, Alfonso | 1-s2.0-S0360132325012569-main.pdf |
| 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 + | - |
| Energy, environmental and economic experimental assessment of a typical air-handling unit operating under single faults on valves, fans and sensors in south of Italy / Rosato, A., Youssef, M.E., Mercuri, R., Piscitelli, M.S., Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 367:(2026). [10.1016/j.enbuild.2026.117746] | 1-gen-2026 | Piscitelli, Marco SavinoCapozzoli, Alfonso + | - |
| 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 + | - |
| Extracting a transferable rule-based controller from deep reinforcement learning agents with validation across multiple scenarios for heat pump systems with thermal storage / Piscitelli, M.S., Mele, A.A., Razzano, G., Capozzoli, A.. - In: APPLIED ENERGY. - ISSN 0306-2619. - 412:(2026). [10.1016/j.apenergy.2026.127661] | 1-gen-2026 | Piscitelli, Marco SavinoMele, Alessandro AnielloRazzano, GiuseppeCapozzoli, Alfonso | - |
| Novel load-breakdown methodology for a university office building / Marrasso, E., Roselli, C., Pallotta, G., Capozzoli, A., Buscemi, G., Piscitelli, M.S.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 351:(2026). [10.1016/j.enbuild.2025.116746] | 1-gen-2026 | Capozzoli, AlfonsoBuscemi, GiacomoPiscitelli, Marco Savino + | 1-s2.0-S0378778825014768-main.pdf |
| 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 | - |
| A scalable approach for real-world implementation of deep reinforcement learning controllers in buildings based on online transfer learning: The HiLo case study / Coraci, D., Silvestri, A., Razzano, G., Fop, D., Brandi, S., Borkowski, E., Hong, T., Schlueter, A., Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 329:(2025). [10.1016/j.enbuild.2024.115254] | 1-gen-2025 | Davide CoraciGiuseppe RazzanoDavide FopSilvio BrandiAlfonso Capozzoli + | 1-s2.0-S0378778824013707-main.pdf |
| A scalable demand-side energy management control strategy for large residential districts based on an attention-driven multi-agent DRL approach / Savino, S., Minella, T., Nagy, Z., Capozzoli, A.. - In: APPLIED ENERGY. - ISSN 0306-2619. - 393:(2025). [10.1016/j.apenergy.2025.125993] | 1-gen-2025 | Sabrina SavinoAlfonso Capozzoli + | 1-s2.0-S0306261925007238-main_compressed-1.pdf |
| An interpretable data analytics-based energy benchmarking process for supporting retrofit decisions in large residential building stocks / Piscitelli, M.S., Razzano, G., Buscemi, G., Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 328:(2025). [10.1016/j.enbuild.2024.115115] | 1-gen-2025 | Piscitelli, Marco SavinoRazzano, GiuseppeBuscemi, GiacomoCapozzoli, Alfonso | paper-main.pdf |
| Assessment of Indoor Thermo-Hygrometric Conditions and Energy Demands Associated to Filters and Dampers Faults via Experimental Tests of a Typical Air-Handling Unit During Summer and Winter in Southern Italy / Rosato, A., El Youssef, M., Mercuri, R., Hooman, A., Piscitelli, M.S., Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 18:3(2025). [10.3390/en18030618] | 1-gen-2025 | Hooman, ArminPiscitelli, Marco SavinoCapozzoli, Alfonso + | energies-18-00618-v2.pdf |
| BrickLLM: A Python library for generating Brick-compliant RDF graphs using LLMs / Perini, M., Antonucci, D., Giudice, R., Piscitelli, M.S., Capozzoli, A.. - In: SOFTWAREX. - ISSN 2352-7110. - ELETTRONICO. - 30:(2025). [10.1016/j.softx.2025.102121] | 1-gen-2025 | Giudice, RoccoPiscitelli, Marco SavinoCapozzoli, Alfonso + | SoftwareX_manuscript.pdf |
| CityLearn v2: energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities / Nweye, K., Kaspar, K., Buscemi, G., Fonseca, T., Pinto, G., Ghose, D., Duddukuru, S., Pratapa, P., Li, H., Mohammadi, J., Lino Ferreira, L., Hong, T., Ouf, M., Capozzoli, A., Nagy, Z.. - In: JOURNAL OF BUILDING PERFORMANCE SIMULATION. - ISSN 1940-1493. - ELETTRONICO. - (2025). [10.1080/19401493.2024.2418813] | 1-gen-2025 | Buscemi, GiacomoPinto, GiuseppeCapozzoli, Alfonso + | CityLearn v2 energy-flexible resilient occupant-centric and carbon-aware management of grid-interactive communities.pdf; _Nweye_et_al___Energy_and_Buildings__CityLearn_v2.pdf |
| Deploying deep reinforcement learning for low-level HVAC control in multi-zone buildings: A comparative study with ASHRAE G36 sequences / Savino, S., Razzano, G., Pagone, M., Novara, C., Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 348:(2025). [10.1016/j.enbuild.2025.116456] | 1-gen-2025 | Savino, SabrinaRazzano, GiuseppePagone, MicheleNovara, CarloCapozzoli, Alfonso | 1-s2.0-S0378778825011867-main_compressed.pdf |
| 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 | - |
| Is it returning too hot? Time series segmentation and feature clustering of end-user substation faults in district heating systems / Leiria, D., Johra, H., Anoruo, J., Praulins, I., Piscitelli, M.S., Capozzoli, A., Marszal-Pomianowska, A., Pomianowski, M.Z.. - In: APPLIED ENERGY. - ISSN 0306-2619. - ELETTRONICO. - 381:(2025). [10.1016/j.apenergy.2024.125122] | 1-gen-2025 | Piscitelli, Marco SavinoCapozzoli, Alfonso + | 1-s2.0-S0306261924025066-main.pdf |