PISCITELLI, MARCO SAVINO

PISCITELLI, MARCO SAVINO  

Dipartimento Energia  

038021  

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Citazione Data di pubblicazione Autori File
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. + -
Towards a self-tuned data analytics-based process for an automatic context-aware detection and diagnosis of anomalies in building energy consumption timeseries / Chiosa, R.; Piscitelli, M. S.; Fan, C.; Capozzoli, A.. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - 270:(2022), p. 112302. [10.1016/j.enbuild.2022.112302] 1-gen-2022 Chiosa R.Piscitelli M. S.Capozzoli A. + 1-s2.0-S037877882200473X-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
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
Sharing is caring: An extensive analysis of parameter-based transfer learning for the prediction of building thermal dynamics / Pinto, Giuseppe; Messina, Riccardo; Li, Han; Hong, Tianzhen; Piscitelli, Marco Savino; Capozzoli, Alfonso. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 276:(2022), p. 112530. [10.1016/j.enbuild.2022.112530] 1-gen-2022 Pinto, GiuseppeMessina, RiccardoPiscitelli, Marco SavinoCapozzoli, Alfonso + Sharing is caring.pdf
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
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
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
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
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
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 -
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
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
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
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
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.pdfManuscript_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
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
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
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