Archivio Istituzionale della RicercaPISCITELLI, MARCO SAVINO
PISCITELLI, MARCO SAVINO
Dipartimento Energia
038021
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
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
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
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
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
A holistic time series-based energy benchmarking framework for applications in large stocks of buildings
2024 Piscitelli, Marco Savino; Giudice, Rocco; Capozzoli, Alfonso
| 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 | - |
| 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 |
| 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 |
| 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, G., Brandi, S., Piscitelli, M.S., Capozzoli, A.. - 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 |
| 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 |
| A holistic time series-based energy benchmarking framework for applications in large stocks of buildings / Piscitelli, M.S., Giudice, R., Capozzoli, A.. - In: APPLIED ENERGY. - ISSN 0306-2619. - ELETTRONICO. - 357:(2024). [10.1016/j.apenergy.2023.122550] | 1-gen-2024 | Piscitelli, Marco SavinoGiudice, RoccoCapozzoli, Alfonso | 1-s2.0-S0306261923019141-main.pdf |