PISCITELLI, MARCO SAVINO
PISCITELLI, MARCO SAVINO
Dipartimento Energia
038021
Discovering Knowledge from a Residential Building Stock through Data Mining Analysis for Engineering Sustainability
2015 Capozzoli, Alfonso; Grassi, Daniele; Piscitelli, MARCO SAVINO; Serale, Gianluca
Enhancing energy efficiency in buildings through innovative data analytics technologies
2016 Capozzoli, Alfonso; Cerquitelli, Tania; Piscitelli, MARCO SAVINO
MANAGEMENT STRATEGIES FOR THE ENERGY SAVING OF PUBLIC BUILDINGS THROUGH A DECISION SUPPORT SYSTEM
2016 Capozzoli, Alfonso; Corrado, Vincenzo; Gorrino, Alice; Madrazo, Leandro; Piscitelli, MARCO SAVINO; Sicilia, Álvaro
A novel methodology for energy performance benchmarking of buildings by means of Linear Mixed Effect Model: The case of space and DHW heating of out-patient Healthcare Centres
2016 Capozzoli, Alfonso; Piscitelli, MARCO SAVINO; Neri, Francesco; Grassi, Daniele; Serale, Gianluca
Data analytics for occupancy pattern learning to reduce the energy consumption of HVAC systems in office buildings
2017 Capozzoli, Alfonso; Piscitelli, MARCO SAVINO; Gorrino, Alice; Ballarini, Ilaria; Corrado, Vincenzo
Mining typical load profiles in buildings to support energy management in the smart city context
2017 Capozzoli, Alfonso; Piscitelli, Marco Savino; Brandi, Silvio
Data mining for energy analysis of a large data set of flats
2017 Capozzoli, Alfonso; Serale, Gianluca; Piscitelli, MARCO SAVINO; Grassi, Daniele
Exploring energy certificates of buildings through unsupervised data mining techniques
2017 DI CORSO, Evelina; Cerquitelli, Tania; Piscitelli, MARCO SAVINO; Capozzoli, Alfonso
Automated load pattern learning and anomaly detection for enhancing energy management in smart buildings
2018 Capozzoli, Alfonso; Piscitelli, Marco Savino; Brandi, Silvio; Grassi, Daniele; Chicco, Gianfranco
Recognition and classification of typical load profiles in buildings with non-intrusive learning approach
2019 Piscitelli, M. S.; Brandi, S.; Capozzoli, A.
Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates
2019 Attanasio, Antonio; Piscitelli, Marco; Chiusano, Silvia; Capozzoli, Alfonso; Cerquitelli, Tania
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.
Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings
2020 Brandi, S.; Piscitelli, M. S.; Martellacci, M.; Capozzoli, A.
A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings
2020 Piscitelli, M. S.; Brandi, S.; Capozzoli, A.; Xiao, F.
Enhancing operational performance of AHUs through an advanced fault detection and diagnosis process based on temporal association and decision rules
2020 Piscitelli, M. S.; Mazzarelli, D. M.; 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
Enhancing energy management in buildings through data analytics technologies
2020 Piscitelli, MARCO SAVINO
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.
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.
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 |
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Discovering Knowledge from a Residential Building Stock through Data Mining Analysis for Engineering Sustainability / Capozzoli, Alfonso; Grassi, Daniele; Piscitelli, MARCO SAVINO; Serale, Gianluca. - In: ENERGY PROCEDIA. - ISSN 1876-6102. - STAMPA. - 83:(2015), pp. 370-379. [10.1016/j.egypro.2015.12.212] | 1-gen-2015 | CAPOZZOLI, ALFONSOGRASSI, DANIELEPISCITELLI, MARCO SAVINOSERALE, GIANLUCA | Discovering knowledge SEB15.pdf |
Enhancing energy efficiency in buildings through innovative data analytics technologies / Capozzoli, Alfonso; Cerquitelli, Tania; Piscitelli, MARCO SAVINO - In: Pervasive Computing Next Generation Platforms for Intelligent Data Collection / Dobre C. , Xhafa F.. - STAMPA. - Cambridge, Massachusetts : Academic Press, 2016. - ISBN 978-0-12-803663-1. - pp. 353-389 [10.1016/B978-0-12-803663-1.00011-5] | 1-gen-2016 | CAPOZZOLI, ALFONSOCERQUITELLI, TANIAPISCITELLI, MARCO SAVINO | - |
MANAGEMENT STRATEGIES FOR THE ENERGY SAVING OF PUBLIC BUILDINGS THROUGH A DECISION SUPPORT SYSTEM / Capozzoli, Alfonso; Corrado, Vincenzo; Gorrino, Alice; Madrazo, Leandro; Piscitelli, MARCO SAVINO; Sicilia, Álvaro. - In: NEWDIST. - ISSN 2283-8791. - STAMPA. - Special Issue:(2016), pp. 406-415. | 1-gen-2016 | CAPOZZOLI, ALFONSOCORRADO, VincenzoGORRINO, ALICEPISCITELLI, MARCO SAVINO + | - |
A novel methodology for energy performance benchmarking of buildings by means of Linear Mixed Effect Model: The case of space and DHW heating of out-patient Healthcare Centres / Capozzoli, Alfonso; Piscitelli, MARCO SAVINO; Neri, Francesco; Grassi, Daniele; Serale, Gianluca. - In: APPLIED ENERGY. - ISSN 0306-2619. - STAMPA. - 171:(2016), pp. 592-607. [10.1016/j.apenergy.2016.03.083] | 1-gen-2016 | CAPOZZOLI, ALFONSOPISCITELLI, MARCO SAVINOGRASSI, DANIELESERALE, GIANLUCA + | - |
Data analytics for occupancy pattern learning to reduce the energy consumption of HVAC systems in office buildings / Capozzoli, Alfonso; Piscitelli, MARCO SAVINO; Gorrino, Alice; Ballarini, Ilaria; Corrado, Vincenzo. - In: SUSTAINABLE CITIES AND SOCIETY. - ISSN 2210-6707. - ELETTRONICO. - 35:(2017), pp. 191-208. [10.1016/j.scs.2017.07.016] | 1-gen-2017 | CAPOZZOLI, ALFONSOPISCITELLI, MARCO SAVINOGORRINO, ALICEBALLARINI, ILARIACORRADO, Vincenzo | - |
Mining typical load profiles in buildings to support energy management in the smart city context / Capozzoli, Alfonso; Piscitelli, Marco Savino; Brandi, Silvio. - In: ENERGY PROCEDIA. - ISSN 1876-6102. - 134:(2017), pp. 865-874. [10.1016/j.egypro.2017.09.545] | 1-gen-2017 | Capozzoli, AlfonsoPiscitelli, Marco SavinoBRANDI, SILVIO | 1-s2.0-S187661021734674X-main.pdf |
Data mining for energy analysis of a large data set of flats / Capozzoli, Alfonso; Serale, Gianluca; Piscitelli, MARCO SAVINO; Grassi, Daniele. - In: PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS. ENGINEERING SUSTAINABILITY. - ISSN 1478-4629. - ELETTRONICO. - (2017), pp. 1-16. [10.1680/jensu.15.00051] | 1-gen-2017 | CAPOZZOLI, ALFONSOSERALE, GIANLUCAPISCITELLI, MARCO SAVINO + | Data mining for energy analysis.pdf |
Exploring energy certificates of buildings through unsupervised data mining techniques / DI CORSO, Evelina; Cerquitelli, Tania; Piscitelli, MARCO SAVINO; Capozzoli, Alfonso. - STAMPA. - (2017), pp. 991-998. (Intervento presentato al convegno 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) tenutosi a Exeter, UK nel 21-23 June 2017) [10.1109/iThings-GreenCom-CPSCom-SmartData.2017.152]. | 1-gen-2017 | DI CORSO, EVELINACERQUITELLI, TANIAPISCITELLI, MARCO SAVINOCAPOZZOLI, ALFONSO | - |
Automated load pattern learning and anomaly detection for enhancing energy management in smart buildings / Capozzoli, Alfonso; Piscitelli, Marco Savino; Brandi, Silvio; Grassi, Daniele; Chicco, Gianfranco. - In: ENERGY. - ISSN 0360-5442. - STAMPA. - 157:(2018), pp. 336-352. [10.1016/j.energy.2018.05.127] | 1-gen-2018 | Capozzoli, AlfonsoPiscitelli, Marco SavinoBrandi, SilvioGrassi, DanieleChicco, Gianfranco | - |
Recognition and classification of typical load profiles in buildings with non-intrusive learning approach / Piscitelli, M. S.; Brandi, S.; Capozzoli, A.. - In: APPLIED ENERGY. - ISSN 0306-2619. - 255:(2019). [10.1016/j.apenergy.2019.113727] | 1-gen-2019 | Piscitelli M. S.Brandi S.Capozzoli A. | 1-s2.0-S030626191931414X-main.pdf; Manuscript_with no changes marked .pdf |
Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates / Attanasio, Antonio; Piscitelli, Marco; Chiusano, Silvia; Capozzoli, Alfonso; Cerquitelli, Tania. - In: ENERGIES. - ISSN 1996-1073. - STAMPA. - 12:7(2019), pp. 1273-1297. [10.3390/en12071273] | 1-gen-2019 | Attanasio, AntonioPiscitelli, MarcoChiusano, SilviaCapozzoli, AlfonsoCerquitelli, Tania | energies-2019.pdf |
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. (Intervento presentato al convegno 11th International Conference on Sustainability and Energy in Buildings, SEB 2019 tenutosi a Budapest (HUN) nel 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 |
Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings / Brandi, S.; Piscitelli, M. S.; Martellacci, M.; Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 224:(2020), p. 110225. [10.1016/j.enbuild.2020.110225] | 1-gen-2020 | Brandi S.Piscitelli M. S.Capozzoli A. + | brandi 2020.pdf; deep reinforcement learning.pdf |
A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings / Piscitelli, M. S.; Brandi, S.; Capozzoli, A.; Xiao, F.. - In: BUILDING SIMULATION. - ISSN 1996-3599. - (2020). [10.1007/s12273-020-0650-1] | 1-gen-2020 | Piscitelli M. S.Brandi S.Capozzoli A. + | Piscitelli 2020.pdf; A data analytics based tool.pdf |
Enhancing operational performance of AHUs through an advanced fault detection and diagnosis process based on temporal association and decision rules / Piscitelli, M. S.; Mazzarelli, D. M.; Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - STAMPA. - 226:(2020), p. 110369. [10.1016/j.enbuild.2020.110369] | 1-gen-2020 | Piscitelli M. S.Capozzoli A. + | Manuscript_final_without changes marked (post print).pdf; 1-s2.0-S0378778819334619-main.pdf |
Advanced Control Strategies For The Modulation of Solar Radiation In Buildings: MPC-enhanced Rule-based Control / Piscitelli, MARCO SAVINO; Brandi, Silvio; Gennaro, Giovanni; Capozzoli, Alfonso; Favoino, Fabio; Serra, Valentina. - STAMPA. - 16:(2020). (Intervento presentato al convegno International Building Performance Simulation Conference tenutosi a Roma nel September 2019). | 1-gen-2020 | Marco Savino PiscitelliSilvio BrandiGiovanni GennaroAlfonso CapozzoliFabio FavoinoValentina Serra | - |
Enhancing energy management in buildings through data analytics technologies / Piscitelli, MARCO SAVINO. - (2020 Jul 08), pp. 1-219. | 8-lug-2020 | PISCITELLI, MARCO SAVINO | PhD_thesis_Piscitelli.pdf; Abstract_PhD_thesis_Piscitelli.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 |
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 |
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 |