PATTI, 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 Distributed Software Platform for Additive Manufacturing
2023 FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; 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
An Electric Vehicle Simulator for Realistic Battery Signals Generation from Data-sheet and Real-world Data
2023 Gallo, Raimondo; Bussolo, Gianluca; Aliberti, Alessandro; Zampolli, Marco; Jaboeuf, Remi; Paolo, Tosco; Patti, Edoardo
Clustering appliance operation modes with unsupervised deep learning techniques
2023 Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; Patti, Edoardo
Comparative analysis of neural networks techniques to forecast Airfare Prices
2023 Aliberti, Alessandro; Xin, Yao; Viticchie, Alessio; Macii, Enrico; Patti, Edoardo
Digital Real-Time Power System Co-simulation via Distributed Transmission Line Model
2023 Barbierato, Luca; Vogel, Steffen; Schiera, Daniele Salvatore; Pons, Enrico; Bottaccioli, Lorenzo; Monti, Antonello; 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
LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters
2023 FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Fighera, Giorgio; Patti, Edoardo
Modelling battery packs of real-world electric vehicles from data sheet information
2023 Gallo, Raimondo; Aliberti, Alessandro; Patti, Edoardo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Rémi; Tosco, Paolo
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
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 Distributed Software Platform for Additive Manufacturing / FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo; DI CATALDO, Santa. - (2023). (Intervento presentato al convegno IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2023) tenutosi a Sinaia, Romania nel 12-15 September 2023) [10.1109/ETFA54631.2023.10275694]. | 1-gen-2023 | Rafael Natalio Fontana CrespoDavide CannizzaroLorenzo BottaccioliEnrico MaciiEdoardo PattiSanta Di Cataldo | Paper_AM_Rafael.pdf; A_Distributed_Software_Platform_for_Additive_Manufacturing.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 |
An Electric Vehicle Simulator for Realistic Battery Signals Generation from Data-sheet and Real-world Data / Gallo, Raimondo; Bussolo, Gianluca; Aliberti, Alessandro; Zampolli, Marco; Jaboeuf, Remi; Paolo, Tosco; Patti, Edoardo. - (2023), pp. 1501-1506. (Intervento presentato al convegno 47th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2023) tenutosi a Torino (Italy) nel 27-29 June 2023) [10.1109/COMPSAC57700.2023.00231]. | 1-gen-2023 | Raimondo GalloAlessandro AlibertiEdoardo Patti + | EV-v2_Gallo_Compsac.pdf; An_Electric_Vehicle_Simulator_for_Realistic_Battery_Signals_Generation_from_Data-sheet_and_Real-world_Data.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 |
Comparative analysis of neural networks techniques to forecast Airfare Prices / Aliberti, Alessandro; Xin, Yao; Viticchie, Alessio; Macii, Enrico; Patti, Edoardo. - (2023), pp. 1023-1029. (Intervento presentato al convegno 47th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2023) tenutosi a Turin (Italy) nel 27-29 June 2023) [10.1109/COMPSAC57700.2023.00157]. | 1-gen-2023 | Alessandro AlibertiAlessio ViticchieEnrico MaciiEdoardo Patti + | 2023___AW___Airfare_prediction.pdf; Comparative_analysis_of_neural_networks_techniques_to_forecast_Airfare_Prices.pdf |
Digital Real-Time Power System Co-simulation via Distributed Transmission Line Model / Barbierato, Luca; Vogel, Steffen; Schiera, Daniele Salvatore; Pons, Enrico; Bottaccioli, Lorenzo; Monti, Antonello; Patti, Edoardo. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) tenutosi a Madrid (Spain) nel 6-9 June 2023) [10.1109/EEEIC/ICPSEurope57605.2023.10194853]. | 1-gen-2023 | Barbierato, LucaSchiera, Daniele SalvatorePons, EnricoBottaccioli, LorenzoPatti, Edoardo + | CR No copyright 2023_EEEIC___Digital_Real_Time_Power_System_Co_simulation_via_Distributed_Transmission_Line_Model.pdf; Digital_Real-Time_Power_System_Co-simulation_via_Distributed_Transmission_Line_Model.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 |
LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters / FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Fighera, Giorgio; Patti, Edoardo. - (2023), pp. 1495-1500. (Intervento presentato al convegno 47th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2023) tenutosi a Torino (Italy) nel 27-29 June 2023) [10.1109/COMPSAC57700.2023.00230]. | 1-gen-2023 | Rafael Natalio Fontana CrespoAlessandro AlibertiLorenzo BottaccioliEnrico MaciiEdoardo Patti + | Paper_Univariate_Grid_Power_Forecasting.pdf; LSTM_for_Grid_Power_Forecasting_in_Short-Term_from_Wave_Energy_Converters.pdf |
Modelling battery packs of real-world electric vehicles from data sheet information / Gallo, Raimondo; Aliberti, Alessandro; Patti, Edoardo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Rémi; Tosco, Paolo. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE International Conference on Environment and Electrical Engineering and 2023 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) tenutosi a Madrid (Spain) nel 6-9 June 2023) [10.1109/EEEIC/ICPSEurope57605.2023.10194664]. | 1-gen-2023 | Gallo, RaimondoAliberti, AlessandroPatti, EdoardoPaolo, Tosco + | CR 2023___Gallo___Monopoli___Simulink.pdf; Modelling_battery_packs_of_real-world_electric_vehicles_from_data_sheet_information.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 |