PISCITELLI, MARCO SAVINO

PISCITELLI, MARCO SAVINO  

Dipartimento Energia  

038021  

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Risultati 1 - 20 di 26 (tempo di esecuzione: 0.043 secondi).
Citazione Data di pubblicazione Autori File
A data analytics-based energy information system (EIS) tool to perform meter-level anomaly detection and diagnosis in buildings / Chiosa, R.; Piscitelli, M. S.; Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 14:1(2021), p. 237. [10.3390/en14010237] 1-gen-2021 Chiosa R.Piscitelli M. S.Capozzoli A. energies-14-00237-v2.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.pdfA data analytics based tool.pdf
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 + 1-s2.0-S0306261916304093-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 -
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 1-s2.0-S0360544218309617-main.pdf
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings / Galli, A.; Piscitelli, M. S.; Moscato, V.; Capozzoli, A.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 206:(2022), p. 117649. [10.1016/j.eswa.2022.117649] 1-gen-2022 Piscitelli M. S.Capozzoli A. + manuscript.pdf1-s2.0-S0957417422009526-main.pdf1-s2.0-S0957417422009526-main.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).pdfAccepted_manuscript_Energy_2021.pdf
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 1-s2.0-S2210670717301464-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
Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context / Fan, C.; Lei, Y.; Sun, Y.; Piscitelli, M. S.; Chiosa, R.; Capozzoli, A.. - In: ENERGY. - ISSN 0360-5442. - ELETTRONICO. - 240:(2022), p. 122775. [10.1016/j.energy.2021.122775] 1-gen-2022 Piscitelli M. S.Chiosa R.Capozzoli A. + 1-s2.0-S0360544221030243-main.pdf
Data-driven fault detection and diagnosis: research and applications for HVAC systems in buildings / Rosato, A.; Piscitelli, M. S.; Capozzoli, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 16:2(2023), p. 854. [10.3390/en16020854] 1-gen-2023 Piscitelli M. S.Capozzoli A. + -
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.pdfdeep reinforcement learning.pdf
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 -
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.pdfAbstract_PhD_thesis_Piscitelli.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).pdf1-s2.0-S0378778819334619-main.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 smartdata-PDFPubblicato.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
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 + -
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