Archivio Istituzionale della RicercaPATTI, EDOARDO
PATTI, EDOARDO
Dipartimento di Automatica e Informatica
024365
An online reinforcement learning approach for HVAC control
2024 Solinas, Francesco M.; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing
2024 Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, Edoardo; Di Cataldo, Santa
A Framework for Economic and Environmental Benefit Through Renewable Energy Community
2023 Orlando, Matteo; Bottaccioli, Lorenzo; Quer, Stefano; Poncino, Massimo; Vinco, Sara; Patti, Edoardo
A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas
2023 Massano, Marco; Macii, Enrico; Lanzini, Andrea; Patti, Edoardo; Bottaccioli, Lorenzo
A Machine Learning Based Methodology for Load Profiles Clustering and Non-Residential Buildings Benchmarking
2023 Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Porta, Alessandro; Lanzini, Andrea; Borchiellini, Romano; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
A Machine Learning-based Anomaly Detection Framework for Building Electricity Consumption Data
2023 Mascali, Lorenzo; Schiera, DANIELE SALVATORE; Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea
A Multi-Agent Framework for Smart Grid Simulations: Strategies for power-to-heat flexibility management in residential context
2023 Rando Mazzarino, Pietro; Macii, Alberto; Bottaccioli, Lorenzo; Patti, Edoardo
Clustering appliance operation modes with unsupervised deep learning techniques
2023 Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; Patti, Edoardo
Effectiveness of neural networks and transfer learning to forecast photovoltaic power production
2023 Bellagarda, Andrea; Grassi, Donato; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Alberto; Patti, Edoardo
Exploring Stability and Accuracy Limits of Distributed Real-Time Power System Simulations via System-of-Systems Cosimulation
2023 Barbierato, Luca; Pons, Enrico; Bompard, ETTORE FRANCESCO; Rajkumar, Vetrivel S.; Palensky, Peter; Bottaccioli, Lorenzo; Patti, Edoardo
Hospital and home environments automation for amyotrophic lateral sclerosis patients: BIM and IoT in Virtual Reality
2023 Rimella, Nicola; Delgiudice, Matteo; Alotto, Francesco; Surian, Roberta; Acquaviva, Andrea; Patti, Edoardo; Osello, Anna
Neural network-based energy signatures for non-intrusive energy audit of buildings: Methodological approach and a real-world application
2023 Eiraudo, Simone; Schiera, Daniele Salvatore; Mascali, Lorenzo; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea
Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters
2023 Castangia, Marco; Girmay, Awet Abraha; Camarda, Christian; Patti, Edoardo
Transformer neural networks for interpretable flood forecasting
2023 Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; Macii, Alberto; Macii, Enrico; Patti, Edoardo
A comparison study of co-simulation frameworks for multi-energy systems: the scalability problem
2022 Barbierato, Luca; Rando Mazzarino, Pietro; Montarolo, Marco; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo
A hierarchical and modular agent-oriented framework for power systems co-simulations
2022 De Vizia, Claudia; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo
A Resources Ecosystem for digital and heritage-led holistic knowledge in rural regeneration
2022 Tamborrino, Rosa; Patti, Edoardo; Aliberti, Alessandro; Dinler, Mesut; Orlando, Matteo; de Luca, Claudia; Tondelli, Simona; Barrientos, Francisco; Martin, John; Cunha, Luís F. M.; Stam, Andries; Nales, Aad; Egusquiza, Aitziber; Amirzada, Zahra; Pavlova, Irina
A Smart Meter Infrastructure for Smart Grid IoT Applications
2022 Orlando, Matteo; Estebsari, Abouzar; Pons, Enrico; Pau, Marco; Quer, Stefano; Poncino, Massimo; Bottaccioli, Lorenzo; Patti, Edoardo
A User-Centric View of a Demand Side Management Program: From Surveys to Simulation and Analysis
2022 De Vizia, Claudia; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo
Anomaly detection on household appliances based on variational autoencoders
2022 Castangia, Marco; Sappa, Riccardo; Girmay, Awet Abraha; Camarda, Christian; Macii, Enrico; Patti, Edoardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| An online reinforcement learning approach for HVAC control / Solinas, Francesco M.; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 238, Part A:(2024). [10.1016/j.eswa.2023.121749] | 1-gen-2024 | Solinas, Francesco M.Macii, AlbertoPatti, EdoardoBottaccioli, Lorenzo | RL_HVAC_DDPG_ONLINE_IMITATION.pdf; 1-s2.0-S0957417423022510-main.pdf |
| Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing / Cannizzaro, Davide; Antonioni, Paolo; Ponzio, Francesco; Galati, Manuela; Patti, Edoardo; Di Cataldo, Santa. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - (2024). [10.1007/s10845-024-02359-6] | 1-gen-2024 | Cannizzaro, DavideAntonioni, PaoloPonzio, FrancescoGalati, ManuelaPatti, EdoardoDi Cataldo, Santa | s10845-024-02359-6.pdf |
| A Framework for Economic and Environmental Benefit Through Renewable Energy Community / Orlando, Matteo; Bottaccioli, Lorenzo; Quer, Stefano; Poncino, Massimo; Vinco, Sara; Patti, Edoardo. - In: IEEE SYSTEMS JOURNAL. - ISSN 1932-8184. - 17:4(2023), pp. 5626-5635. [10.1109/JSYST.2023.3290941] | 1-gen-2023 | Orlando, MatteoBottaccioli, LorenzoQuer, StefanoPoncino, MassimoVinco, SaraPatti, Edoardo | IEEE_SYSJ_PV_Energy_Community.pdf; A_Framework_for_Economic_and_Environmental_Benefit_Through_Renewable_Energy_Community.pdf |
| A GIS Open-Data Co-Simulation Platform for Photovoltaic Integration in Residential Urban Areas / Massano, Marco; Macii, Enrico; Lanzini, Andrea; Patti, Edoardo; Bottaccioli, Lorenzo. - In: ENGINEERING. - ISSN 2095-8099. - 26:(2023), pp. 198-213. [10.1016/j.eng.2022.06.020] | 1-gen-2023 | Massano, MarcoMacii, EnricoLanzini, AndreaPatti, EdoardoBottaccioli, Lorenzo | 1-s2.0-S2095809922006233-main.pdf |
| A Machine Learning Based Methodology for Load Profiles Clustering and Non-Residential Buildings Benchmarking / Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Porta, Alessandro; Lanzini, Andrea; Borchiellini, Romano; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 59:3(2023), pp. 2963-2973. [10.1109/TIA.2023.3240669] | 1-gen-2023 | Simone EiraudoLuca BarbieratoRoberta GiannantonioAndrea LanziniRomano BorchielliniEnrico MaciiEdoardo PattiLorenzo Bottaccioli + | reference copy.pdf; A_Machine_Learning_Based_Methodology_for_Load_Profiles_Clustering_and_Non-Residential_Buildings_Benchmarking.pdf |
| A Machine Learning-based Anomaly Detection Framework for Building Electricity Consumption Data / Mascali, Lorenzo; Schiera, DANIELE SALVATORE; Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - 36:(2023). [10.1016/j.segan.2023.101194] | 1-gen-2023 | Lorenzo MascaliDaniele Salvatore SchieraSimone EiraudoLuca BarbieratoEdoardo PattiLorenzo BottaccioliAndrea Lanzini + | main.pdf; 1-s2.0-S2352467723002023-main.pdf |
| A Multi-Agent Framework for Smart Grid Simulations: Strategies for power-to-heat flexibility management in residential context / Rando Mazzarino, Pietro; Macii, Alberto; Bottaccioli, Lorenzo; Patti, Edoardo. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - ELETTRONICO. - 34:(2023). [10.1016/j.segan.2023.101072] | 1-gen-2023 | Rando Mazzarino, PietroMacii, AlbertoBottaccioli, LorenzoPatti, Edoardo | SEGAN_2021___ABM_Flexibility.pdf; main.pdf |
| Clustering appliance operation modes with unsupervised deep learning techniques / Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1941-0050. - 19:7(2023), pp. 8196-8204. [10.1109/TII.2022.3217495] | 1-gen-2023 | Marco CastangiaNicola BarlettaChristian CamardaStefano QuerEnrico MaciiEdoardo Patti | CNN_for_appliances_anomalous_detection__REBUTTAL_1_.pdf; Clustering_Appliance_Operation_Modes_With_Unsupervised_Deep_Learning_Techniques.pdf |
| Effectiveness of neural networks and transfer learning to forecast photovoltaic power production / Bellagarda, Andrea; Grassi, Donato; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Alberto; Patti, Edoardo. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - 149, part A:(2023). [10.1016/j.asoc.2023.110988] | 1-gen-2023 | Bellagarda, AndreaGrassi, DonatoAliberti, AlessandroBottaccioli, LorenzoMacii, AlbertoPatti, Edoardo | ASOC_PV_power_production_forecasting.pdf; 1-s2.0-S1568494623010062-main.pdf |
| Exploring Stability and Accuracy Limits of Distributed Real-Time Power System Simulations via System-of-Systems Cosimulation / Barbierato, Luca; Pons, Enrico; Bompard, ETTORE FRANCESCO; Rajkumar, Vetrivel S.; Palensky, Peter; Bottaccioli, Lorenzo; Patti, Edoardo. - In: IEEE SYSTEMS JOURNAL. - ISSN 1932-8184. - 17:2(2023), pp. 3354-3365. [10.1109/JSYST.2022.3230092] | 1-gen-2023 | Luca BarbieratoEnrico PonsEttore Francesco BompardLorenzo BottaccioliEdoardo Patti + | IEEE_SJ_2021___Stability_and_Accuracy_Analysis_of_a_Distributed_Digital_Real_Time_Co_simulation_Infrastructure.pdf; Exploring_Stability_and_Accuracy_Limits_of_Distributed_Real-Time_Power_System_Simulations_via_System-of-Systems_Cosimulation.pdf |
| Hospital and home environments automation for amyotrophic lateral sclerosis patients: BIM and IoT in Virtual Reality / Rimella, Nicola; Delgiudice, Matteo; Alotto, Francesco; Surian, Roberta; Acquaviva, Andrea; Patti, Edoardo; Osello, Anna. - In: IT PROFESSIONAL. - ISSN 1520-9202. - IT Professional:(2023). [10.1109/MITP.2023.3323820] | 1-gen-2023 | Rimella,NicolaAlotto,FrancescoSurian,RobertaAcquaviva,AndreaPatti,EdoardoOsello,Anna + | MITP3323820.pdf |
| Neural network-based energy signatures for non-intrusive energy audit of buildings: Methodological approach and a real-world application / Eiraudo, Simone; Schiera, Daniele Salvatore; Mascali, Lorenzo; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - 36:(2023). [10.1016/j.segan.2023.101203] | 1-gen-2023 | Eiraudo, SimoneSchiera, Daniele SalvatoreMascali, LorenzoBarbierato, LucaPatti, EdoardoBottaccioli, LorenzoLanzini, Andrea + | 2023_SEGAN___Neural_Network_based_Regression_Models_for_Non_Intrusive_Energy_Audit_of_Buildings__Methodological_Approach_and_a_Real_World_Application.pdf; 1-s2.0-S2352467723002114-main.pdf |
| Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters / Castangia, Marco; Girmay, Awet Abraha; Camarda, Christian; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - (2023). [10.1109/TII.2023.3334279] | 1-gen-2023 | Castangia, MarcoPatti, Edoardo + | NILM.pdf |
| Transformer neural networks for interpretable flood forecasting / Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; Macii, Alberto; Macii, Enrico; Patti, Edoardo. - In: ENVIRONMENTAL MODELLING & SOFTWARE. - ISSN 1364-8152. - 160:(2023). [10.1016/j.envsoft.2022.105581] | 1-gen-2023 | Castangia, MarcoGrajales, Lina Maria MedinaAliberti, AlessandroMacii, AlbertoMacii, EnricoPatti, Edoardo + | flood_forecasting_final.pdf; 1-s2.0-S136481522200281X-main.pdf |
| A comparison study of co-simulation frameworks for multi-energy systems: the scalability problem / Barbierato, Luca; Rando Mazzarino, Pietro; Montarolo, Marco; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo. - In: ENERGY INFORMATICS. - ISSN 2520-8942. - 5:S4(2022). [10.1186/s42162-022-00231-6] | 1-gen-2022 | Barbierato, LucaRando Mazzarino, PietroMacii, AlbertoPatti, EdoardoBottaccioli, Lorenzo + | s42162-022-00231-6.pdf |
| A hierarchical and modular agent-oriented framework for power systems co-simulations / De Vizia, Claudia; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo. - In: ENERGY INFORMATICS. - ISSN 2520-8942. - 5:S4(2022). [10.1186/s42162-022-00244-1] | 1-gen-2022 | De Vizia, ClaudiaMacii, AlbertoPatti, EdoardoBottaccioli, Lorenzo | s42162-022-00244-1.pdf |
| A Resources Ecosystem for digital and heritage-led holistic knowledge in rural regeneration / Tamborrino, Rosa; Patti, Edoardo; Aliberti, Alessandro; Dinler, Mesut; Orlando, Matteo; de Luca, Claudia; Tondelli, Simona; Barrientos, Francisco; Martin, John; Cunha, Luís F. M.; Stam, Andries; Nales, Aad; Egusquiza, Aitziber; Amirzada, Zahra; Pavlova, Irina. - In: JOURNAL OF CULTURAL HERITAGE. - ISSN 1778-3674. - STAMPA. - 57:(2022), pp. 265-275. [10.1016/j.culher.2022.09.012] | 1-gen-2022 | Rosa TamborrinoEdoardo PattiAlessandro AlibertiMesut DinlerMatteo Orlando + | 1-s2.0-S1296207422001510-main.pdf |
| A Smart Meter Infrastructure for Smart Grid IoT Applications / Orlando, Matteo; Estebsari, Abouzar; Pons, Enrico; Pau, Marco; Quer, Stefano; Poncino, Massimo; Bottaccioli, Lorenzo; Patti, Edoardo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - STAMPA. - 9:14(2022), pp. 12529-12541. [10.1109/JIOT.2021.3137596] | 1-gen-2022 | Orlando, MatteoEstebsari, AbouzarPons, EnricoQuer, StefanoPoncino, MassimoBottaccioli, LorenzoPatti, Edoardo + | 3SMA.pdf; A_Smart_Meter_Infrastructure_for_Smart_Grid_IoT_Applications.pdf |
| A User-Centric View of a Demand Side Management Program: From Surveys to Simulation and Analysis / De Vizia, Claudia; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo. - In: IEEE SYSTEMS JOURNAL. - ISSN 1932-8184. - 16:2(2022), pp. 1885-1896. [10.1109/JSYST.2021.3135236] | 1-gen-2022 | De Vizia, ClaudiaPatti, EdoardoMacii, EnricoBottaccioli, Lorenzo | ABM_Tesi_Claudia_2020.pdf; A_User-Centric_View_of_a_Demand_Side_Management_Program_From_Surveys_to_Simulation_and_Analysis.pdf |
| Anomaly detection on household appliances based on variational autoencoders / Castangia, Marco; Sappa, Riccardo; Girmay, Awet Abraha; Camarda, Christian; Macii, Enrico; Patti, Edoardo. - In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS. - ISSN 2352-4677. - ELETTRONICO. - 32:(2022). [10.1016/j.segan.2022.100823] | 1-gen-2022 | Castangia, MarcoSappa, RiccardoGirmay, Awet AbrahaCamarda, ChristianMacii, EnricoPatti, Edoardo | anomaly_detection.pdf; 1-s2.0-S2352467722001151-main.pdf |