Archivio Istituzionale della RicercaPATTI, EDOARDO
PATTI, EDOARDO
Dipartimento di Automatica e Informatica
024365
A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters
2024 FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Pasta, Edoardo; Sirigu, SERGEJ ANTONELLO; Macii, Enrico; Mattiazzo, Giuliana; Patti, Edoardo
A Modular Co-Simulation Platform for Comparing Flexibility Solutions in District Heating Under Variable Operating Conditions
2024 Mazzarino, Pietro Rando; Capone, Martina; Guelpa, Elisa; Bottaccioli, Lorenzo; Verda, Vittorio; Patti, Edoardo
A novel procedure for real-time SOH estimation of EV battery packs based on Time Series Extrinsic Regression
2024 Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Rémi Jacques Philibert; Tosco, Paolo; Patti, Edoardo; Aliberti, Alessandro
A Simulation Framework for Urban Electric Mobility Based on Limited Widespread Data and Spatial Information
2024 Vizia, Claudia De; Schiera, Daniele Salvatore; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo
An online reinforcement learning approach for HVAC control
2024 Solinas, Francesco M.; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo
Comparative Analysis of Electric Vehicle Simulator for Accurate Battery Pack Internal Signal Generation
2024 Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Remi; Tosco, Paolo; Aliberti, Alessandro; Patti, Edoardo
Facilitating Smart Grids Integration through a Hybrid Multi-Model Co-Simulation Framework
2024 Barbierato, Luca; Schiera, Daniele Salvatore; Orlando, Matteo; Lanzini, Andrea; Pons, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo
Hospital and Home Environments Automation for Amyotrophic Lateral Sclerosis Patients: Building Information Modeling and the Internet of Things in Digital Environments
2024 Rimella, Nicola; Del Giudice, Matteo; Alotto, Francesco; Surian, Roberta; Acquaviva, Andrea; Patti, Edoardo; Osello, Anna
Locally Distributed Digital Real-Time Power System Co-simulation via Multi-phase Distributed Transmission Line Model
2024 Barbierato, Luca; Vogel, Steffen; Schiera, Daniele Salvatore; Pons, Enrico; Bottaccioli, Lorenzo; Monti, Antonello; Patti, Edoardo
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
Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters
2024 Castangia, Marco; Girmay, Awet Abraha; Camarda, Christian; Patti, Edoardo
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
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters / FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Pasta, Edoardo; Sirigu, SERGEJ ANTONELLO; Macii, Enrico; Mattiazzo, Giuliana; Patti, Edoardo. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - 138, Part A:(2024). [10.1016/j.engappai.2024.109352] | 1-gen-2024 | Rafael Natalio Fontana CrespoAlessandro AlibertiLorenzo BottaccioliEdoardo PastaSergej Antonello SiriguEnrico MaciiGiuliana MattiazzoEdoardo Patti | 1-s2.0-S0952197624015100-main.pdf |
| A Modular Co-Simulation Platform for Comparing Flexibility Solutions in District Heating Under Variable Operating Conditions / Mazzarino, Pietro Rando; Capone, Martina; Guelpa, Elisa; Bottaccioli, Lorenzo; Verda, Vittorio; Patti, Edoardo. - In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING. - ISSN 2377-3782. - (2024), pp. 1-10. [10.1109/tsusc.2024.3449977] | 1-gen-2024 | Mazzarino, Pietro RandoCapone, MartinaGuelpa, ElisaBottaccioli, LorenzoVerda, VittorioPatti, Edoardo | TSUSC2024___DH___Revisions.pdf |
| A novel procedure for real-time SOH estimation of EV battery packs based on Time Series Extrinsic Regression / Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Rémi Jacques Philibert; Tosco, Paolo; Patti, Edoardo; Aliberti, Alessandro. - In: IEEE ACCESS. - ISSN 2169-3536. - (2024). [10.1109/access.2024.3516215] | 1-gen-2024 | Gallo, RaimondoTosco, PaoloPatti, EdoardoAliberti, Alessandro + | 2024___Gallo___Tommaso___SOH_Estimation_with_Extrinsic_Regression.pdf |
| A Simulation Framework for Urban Electric Mobility Based on Limited Widespread Data and Spatial Information / Vizia, Claudia De; Schiera, Daniele Salvatore; Macii, Alberto; Patti, Edoardo; Bottaccioli, Lorenzo. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 25:12(2024), pp. 19536-19548. [10.1109/tits.2024.3478787] | 1-gen-2024 | Vizia, Claudia DeSchiera, Daniele SalvatoreMacii, AlbertoPatti, EdoardoBottaccioli, Lorenzo | IEEE_ABM_EVs.pdf; A_Simulation_Framework_for_Urban_Electric_Mobility_Based_on_Limited_Widespread_Data_and_Spatial_Information.pdf |
| 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 |
| Comparative Analysis of Electric Vehicle Simulator for Accurate Battery Pack Internal Signal Generation / Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Remi; Tosco, Paolo; Aliberti, Alessandro; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 60:6(2024), pp. 9216-9226. [10.1109/tia.2024.3440268] | 1-gen-2024 | Gallo, RaimondoAliberti, AlessandroPatti, Edoardo + | 2023___Gallo___Monopoli___Simulink___IEEE_extension.pdf; Comparative_Analysis_of_Electric_Vehicle_Simulator_for_Accurate_Battery_Pack_Internal_Signal_Generation.pdf |
| Facilitating Smart Grids Integration through a Hybrid Multi-Model Co-Simulation Framework / Barbierato, Luca; Schiera, Daniele Salvatore; Orlando, Matteo; Lanzini, Andrea; Pons, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 104878-104897. [10.1109/access.2024.3435336] | 1-gen-2024 | Barbierato, LucaSchiera, Daniele SalvatoreOrlando, MatteoLanzini, AndreaPons, EnricoBottaccioli, LorenzoPatti, Edoardo | Facilitating_Smart_Grids_Integration_Through_a_Hybrid_Multi-Model_Co-Simulation_Framework.pdf |
| Hospital and Home Environments Automation for Amyotrophic Lateral Sclerosis Patients: Building Information Modeling and the Internet of Things in Digital Environments / Rimella, Nicola; Del Giudice, Matteo; Alotto, Francesco; Surian, Roberta; Acquaviva, Andrea; Patti, Edoardo; Osello, Anna. - In: IT PROFESSIONAL. - ISSN 1520-9202. - 26:3(2024), pp. 55-64. [10.1109/MITP.2023.3323820] | 1-gen-2024 | Rimella, NicolaDel Giudice, MatteoAlotto, FrancescoSurian, RobertaAcquaviva, AndreaPatti, EdoardoOsello, Anna | MITP3323820.pdf; Hospital_and_Home_Environments_Automation_for_Amyotrophic_Lateral_Sclerosis_Patients_Building_Information_Modeling_and_the_Internet_of_Things_in_Digital_Environments.pdf |
| Locally Distributed Digital Real-Time Power System Co-simulation via Multi-phase Distributed Transmission Line Model / Barbierato, Luca; Vogel, Steffen; Schiera, Daniele Salvatore; Pons, Enrico; Bottaccioli, Lorenzo; Monti, Antonello; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 60:6(2024), pp. 8137-8146. [10.1109/tia.2024.3432708] | 1-gen-2024 | Barbierato, LucaSchiera, Daniele SalvatorePons, EnricoBottaccioli, LorenzoPatti, Edoardo + | 2023_IEEE_TIA___Digital_Real_Time_Power_System_Co_simulation_via_Multi_phase_Distributed_Transmission_Line_Model.pdf; Locally_Distributed_Digital_Real-Time_Power_System_Co-Simulation_via_Multi-Phase_Distributed_Transmission_Line_Model.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 |
| 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. - 20:4(2024), pp. 5440-5448. [10.1109/TII.2023.3334279] | 1-gen-2024 | Castangia, MarcoPatti, Edoardo + | NILM.pdf; Training_Nonintrusive_Load_Monitoring_Algorithms_Without_Supervision_From_Submeters.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 |
| 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 |