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 performance-based incentive sharing mechanism for communities of residential end users leveraging an ontology-driven approach
2026 Giudice, Rocco; Piscitelli, Marco Savino; Capozzoli, Alfonso
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
Practical deployment of reinforcement learning for building controls using an imitation learning approach
2025 Silvestri, Alberto; Coraci, Davide; Brandi, Silvio; Capozzoli, Alfonso; Schlueter, Arno
Rule extraction from deep reinforcement learning controller and comparative analysis with ASHRAE control sequences for the optimal management of Heating, Ventilation, and Air Conditioning (HVAC) systems in multizone buildings
2025 Razzano, Giuseppe; Brandi, Silvio; Piscitelli, Marco Savino; Capozzoli, Alfonso
Scenario analysis for renewable energy communities through advanced co-simulation infrastructure
2025 Brandi, Silvio; Rando Mazzarino, Pietro; Schiera, Daniele Salvatore; Bilardo, Matteo; Barbierato, Luca; Bottaccioli, Lorenzo; Patti, Edoardo; 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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A label-free hybrid fault detection and diagnosis approach for HVAC systems using bayesian networks / Paolini, Marco; Piscitelli, Marco Savino; Capozzoli, Alfonso. - 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 performance-based incentive sharing mechanism for communities of residential end users leveraging an ontology-driven approach / Giudice, Rocco; Piscitelli, Marco Savino; Capozzoli, Alfonso. - 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 |
| Exploring the Potential of Large Language Models to Enhance Interoperability of Energy Management and Information Systems in buildings / Giudice, Rocco; Piscitelli, Marco Savino; Perini, Marco; Antonucci, Daniele; Pozza, Cristian; Capozzoli, Alfonso. - 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, Marco Savino; Mele, Alessandro Aniello; Razzano, Giuseppe; Capozzoli, Alfonso. - 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, Elisa; Roselli, Carlo; Pallotta, Giovanna; Capozzoli, Alfonso; Buscemi, Giacomo; Piscitelli, Marco Savino. - 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, Rocco; Piscitelli, Marco Savino; Chiosa, Roberto; Capozzoli, Alfonso. - 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, Davide; Silvestri, Alberto; Razzano, Giuseppe; Fop, Davide; Brandi, Silvio; Borkowski, Esther; Hong, Tianzhen; Schlueter, Arno; Capozzoli, Alfonso. - 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, Sabrina; Minella, Tommaso; Nagy, Zoltán; Capozzoli, Alfonso. - 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, Marco Savino; Razzano, Giuseppe; Buscemi, Giacomo; Capozzoli, Alfonso. - 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, Antonio; El Youssef, Mohammad; Mercuri, Rita; Hooman, Armin; Piscitelli, Marco Savino; Capozzoli, Alfonso. - 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, Marco; Antonucci, Daniele; Giudice, Rocco; Piscitelli, Marco Savino; Capozzoli, Alfonso. - 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, 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. - 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, Sabrina; Razzano, Giuseppe; Pagone, Michele; Novara, Carlo; Capozzoli, Alfonso. - 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, Rocco; Amico, Simone; Piscitelli, Marco Savino; Capozzoli, Alfonso. - 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, Daniel; Johra, Hicham; Anoruo, Justus; Praulins, Imants; Piscitelli, Marco Savino; Capozzoli, Alfonso; Marszal-Pomianowska, Anna; Pomianowski, Michal Zbigniew. - 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 |
| Practical deployment of reinforcement learning for building controls using an imitation learning approach / Silvestri, Alberto; Coraci, Davide; Brandi, Silvio; Capozzoli, Alfonso; Schlueter, Arno. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 335:(2025). [10.1016/j.enbuild.2025.115511] | 1-gen-2025 | Davide CoraciSilvio BrandiAlfonso Capozzoli + | Practical deployment of reinforcement learning for building controls using an imitation learning approach.pdf |
| Rule extraction from deep reinforcement learning controller and comparative analysis with ASHRAE control sequences for the optimal management of Heating, Ventilation, and Air Conditioning (HVAC) systems in multizone buildings / Razzano, Giuseppe; Brandi, Silvio; Piscitelli, Marco Savino; Capozzoli, Alfonso. - In: APPLIED ENERGY. - ISSN 0306-2619. - ELETTRONICO. - 381:(2025). [10.1016/j.apenergy.2024.125046] | 1-gen-2025 | Razzano, GiuseppeBrandi, SilvioPiscitelli, Marco SavinoCapozzoli, Alfonso | Manuscript APEN.pdf |
| Scenario analysis for renewable energy communities through advanced co-simulation infrastructure / Brandi, Silvio; Rando Mazzarino, Pietro; Schiera, Daniele Salvatore; Bilardo, Matteo; Barbierato, Luca; Bottaccioli, Lorenzo; Patti, Edoardo; Capozzoli, Alfonso. - In: APPLIED ENERGY. - ISSN 0306-2619. - 394:(2025). [10.1016/j.apenergy.2025.126106] | 1-gen-2025 | Brandi, SilvioRando Mazzarino, PietroSchiera, Daniele SalvatoreBilardo, MatteoBarbierato, LucaBottaccioli, LorenzoPatti, EdoardoCapozzoli, Alfonso | 1-s2.0-S0306261925008360-main.pdf |
| Spatio-Temporal Characterization and Short-term Prediction of Indoor Temperature in Multi-zone Buildings / Piscitelli, Marco Savino; Ye, Qichao; Chiosa, Roberto; Capozzoli, Alfonso. - 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, Martina; Piscitelli, Marco Savino; Capozzoli, Alfonso. - 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 |