Archivio Istituzionale della RicercaBARBIERATO, LUCA
BARBIERATO, LUCA
Dipartimento di Automatica e Informatica
038687
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
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
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
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 Neural Network-based Methodology for Non-Intrusive Energy Audit of Telecom Sites
2022 Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea
COMET: Co-simulation of Multi-Energy Systems for Energy Transition
2022 Barbierato, Luca; Schiera, Daniele Salvatore; Scoccia, Rossano; Margara, Alessandro; Bottaccioli, Lorenzo; Patti, Edoardo
Modelling and Co-simulation of Multi-Energy Systems: Distributed Software Methods and Platforms
2022 Barbierato, Luca
Non-Intrusive Load Disaggregation of Industrial Cooling Demand with LSTM Neural Network
2022 Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Lanzini, Andrea; Bottaccioli, Lorenzo
Stability and Accuracy Analysis of a Distributed Digital Real-Time Co-simulation Infrastructure
2022 Barbierato, Luca; Pons, Enrico; Mazza, Andrea; Bompard, Ettore; Subramaniam Rajkumar, Vetrivel; Palensky, Peter; Macii, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo
Synthetic Ground Truth Generation of an Electricity Consumption Dataset
2022 Mascali, Lorenzo; Eiraudo, Simone; Barbierato, Luca; Schiera, Daniele Salvatore; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea
A Distributed Multi-Model Platform to Cosimulate Multi-Energy Systems in Smart Buildings
2021 Schiera, Daniele Salvatore; Barbierato, Luca; Lanzini, Andrea; Borchiellini, Romano; Pons, Enrico; Bompard, Ettore; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo
Load Profiles Clustering and Knowledge Extraction to Assess Actual Usage of Telecommunication Sites
2021 Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Porta, Alessandro; Lanzini, Andrea; Borchiellini, Romano; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo
Stability and Accuracy Analysis of a Real-time Co-simulation Infrastructure
2021 Barbierato, Luca; Pons, Enrico; Mazza, Andrea; Bompard, ETTORE FRANCESCO; Subramaniam Rajkumar, Vetrivel; Palensky, Peter; Macii, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo
A Distributed Multimodel Cosimulation Platform to Assess General Purpose Services in Smart Grids
2020 Barbierato, Luca; Estebsari, Abouzar; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo
A Distributed Platform for Multi-modelling Co-simulations of Smart Building Energy Behaviour
2020 Schiera, DANIELE SALVATORE; Barbierato, Luca; Lanzini, Andrea; Borchiellini, Romano; Pons, Enrico; Bompard, ETTORE FRANCESCO; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo
GAMES: a General-purpose Architectural model for Multi-Energy System engineering applications
2020 Barbierato, Luca; Schiera, DANIELE SALVATORE; Patti, Edoardo; Macii, Enrico; Pons, Enrico; Bompard, ETTORE FRANCESCO; Lanzini, Andrea; Borchiellini, Romano; Bottaccioli, Lorenzo
A Distributed IoT Infrastructure to Test and Deploy Real-Time Demand Response in Smart Grids
2019 Barbierato, Luca; Estebsari, Abouzar; Pons, Enrico; Pau, Marco; Salassa, FABIO GUIDO MARIO; Ghirardi, Marco; Patti, Edoardo
A Distributed Software Solution for Demand Side Management with Consumer Habits Prediction
2019 Barbierato, Luca; Bottaccioli, Lorenzo; Macii, Enrico; Grasso, Ennio; Acquaviva, Andrea; Patti, Edoardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 Neural Network-based Methodology for Non-Intrusive Energy Audit of Telecom Sites / Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea. - (2022), pp. 1-6. (Intervento presentato al convegno 5th International Conference on Smart Energy Systems and Technologies (SEST 2022) tenutosi a Eindhoven (The Netherlands) nel 5-7 September, 2022) [10.1109/SEST53650.2022.9898459]. | 1-gen-2022 | Eiraudo, SimoneBarbierato, LucaGiannantonio, RobertaPatti, EdoardoBottaccioli, LorenzoLanzini, Andrea | SEST_2022___Energy_Signature_Simone_Eiraudo.pdf; A_Neural_Network-based_Methodology_for_Non-Intrusive_Energy_Audit_of_Telecom_Sites.pdf |
| COMET: Co-simulation of Multi-Energy Systems for Energy Transition / Barbierato, Luca; Schiera, Daniele Salvatore; Scoccia, Rossano; Margara, Alessandro; Bottaccioli, Lorenzo; Patti, Edoardo. - (2022), pp. 1343-1348. (Intervento presentato al convegno 46th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2022) tenutosi a Virtual Conference (due to Covid-19) nel 27 June 2022 - 01 July 2022) [10.1109/COMPSAC54236.2022.00212]. | 1-gen-2022 | Barbierato, LucaSchiera, Daniele SalvatoreBottaccioli, LorenzoPatti, Edoardo + | ICT4Smart_Grid_2022___COMET.pdf; COMET_Co-simulation_of_Multi-Energy_Systems_for_Energy_Transition.pdf |
| Modelling and Co-simulation of Multi-Energy Systems: Distributed Software Methods and Platforms / Barbierato, Luca. - (2022 Sep 30), pp. 1-209. | 30-set-2022 | BARBIERATO, LUCA | conv_phd_dissertation_luca_barbierato.pdf; conv_phd_summary_luca_barbierato.pdf |
| Non-Intrusive Load Disaggregation of Industrial Cooling Demand with LSTM Neural Network / Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Patti, Edoardo; Lanzini, Andrea; Bottaccioli, Lorenzo. - (2022), pp. 1-6. (Intervento presentato al convegno 2022 IEEE International Conference on Environment and Electrical Engineering and 2022 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) tenutosi a Prague, Czech Republic nel 28 June 2022, 01 July 2022) [10.1109/EEEIC/ICPSEurope54979.2022.9854581]. | 1-gen-2022 | Eiraudo, SimoneBarbierato, LucaGiannantonio, RobertaPatti, EdoardoLanzini, AndreaBottaccioli, Lorenzo | CR - EEEIC_2022___Allocation_of_consumption_quotas__Simone_Eiraudo_.pdf; Non-Intrusive_Load_Disaggregation_of_Industrial_Cooling_Demand_with_LSTM_Neural_Network.pdf |
| Stability and Accuracy Analysis of a Distributed Digital Real-Time Co-simulation Infrastructure / Barbierato, Luca; Pons, Enrico; Mazza, Andrea; Bompard, Ettore; Subramaniam Rajkumar, Vetrivel; Palensky, Peter; Macii, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - STAMPA. - 58:3(2022), pp. 3193-3204. [10.1109/TIA.2022.3155459] | 1-gen-2022 | Barbierato, LucaPons, EnricoMazza, AndreaBompard, EttoreMacii, EnricoBottaccioli, LorenzoPatti, Edoardo + | TIA_2021___Stability_and_Accuracy.pdf; Stability_and_Accuracy_Analysis_of_a_Distributed_Digital_Real-Time_Cosimulation_Infrastructure.pdf |
| Synthetic Ground Truth Generation of an Electricity Consumption Dataset / Mascali, Lorenzo; Eiraudo, Simone; Barbierato, Luca; Schiera, Daniele Salvatore; Giannantonio, Roberta; Patti, Edoardo; Bottaccioli, Lorenzo; Lanzini, Andrea. - (2022), pp. 1-6. (Intervento presentato al convegno 5th International Conference on Smart Energy Systems and Technologies (SEST 2022) tenutosi a Eindhoven (The Netherlands) nel 5-7 September, 2022) [10.1109/SEST53650.2022.9898444]. | 1-gen-2022 | Mascali, LorenzoEiraudo, SimoneBarbierato, LucaSchiera, Daniele SalvatoreGiannantonio, RobertaPatti, EdoardoBottaccioli, LorenzoLanzini, Andrea | SEST_2022___Lorenzo_Mascali_NO COPYRIGHT.pdf; Synthetic_Ground_Truth_Generation_of_an_Electricity_Consumption_Dataset.pdf |
| A Distributed Multi-Model Platform to Cosimulate Multi-Energy Systems in Smart Buildings / Schiera, Daniele Salvatore; Barbierato, Luca; Lanzini, Andrea; Borchiellini, Romano; Pons, Enrico; Bompard, Ettore; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - ELETTRONICO. - 57:5(2021), pp. 4428-4440. [10.1109/TIA.2021.3094497] | 1-gen-2021 | Schiera, Daniele SalvatoreBarbierato, LucaLanzini, AndreaBorchiellini, RomanoPons, EnricoBompard, EttorePatti, EdoardoMacii, EnricoBottaccioli, Lorenzo | main.pdf; A_Distributed_Multimodel_Platform_to_Cosimulate_Multienergy_Systems_in_Smart_Buildings.pdf |
| Load Profiles Clustering and Knowledge Extraction to Assess Actual Usage of Telecommunication Sites / Eiraudo, Simone; Barbierato, Luca; Giannantonio, Roberta; Porta, Alessandro; Lanzini, Andrea; Borchiellini, Romano; Macii, Enrico; Patti, Edoardo; Bottaccioli, Lorenzo. - (2021), pp. 1-6. (Intervento presentato al convegno 21st IEEE International Conference on Environmental and Electrical Engineering (EEEIC 2021) tenutosi a Bari, Italy nel 7-10 September 2021) [10.1109/EEEIC/ICPSEurope51590.2021.9584633]. | 1-gen-2021 | Simone EiraudoLuca BarbieratoAndrea LanziniRomano BorchielliniEnrico MaciiEdoardo PattiLorenzo Bottaccioli + | EEEIC_2021___Load_Profiles_Clustering_and_Knowledge_Extraction_to_Assess_Actual_Usage_of_Telecommunication_Sites.pdf; Load_Profiles_Clustering_and_Knowledge_Extraction_to_Assess_Actual_Usage_of_Telecommunication_Sites.pdf |
| Stability and Accuracy Analysis of a Real-time Co-simulation Infrastructure / Barbierato, Luca; Pons, Enrico; Mazza, Andrea; Bompard, ETTORE FRANCESCO; Subramaniam Rajkumar, Vetrivel; Palensky, Peter; Macii, Enrico; Bottaccioli, Lorenzo; Patti, Edoardo. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 21st IEEE International Conference on Environmental and Electrical Engineering (EEEIC 2021) tenutosi a Bari, Italy nel 7-10 September 2021) [10.1109/EEEIC/ICPSEurope51590.2021.9584687]. | 1-gen-2021 | Luca BarbieratoEnrico PonsAndrea MazzaEttore Francesco BompardEnrico MaciiLorenzo BottaccioliEdoardo Patti + | EEEIC_2021___Stability_and_Accuracy_Analysis_of_Digital_Real_Time_Simulator_Interconnection_for_Co_simulation_Infrastructure_Design.pdf; Stability_and_Accuracy_Analysis_of_a_Real-time_Co-simulation_Infrastructure.pdf |
| A Distributed Multimodel Cosimulation Platform to Assess General Purpose Services in Smart Grids / Barbierato, Luca; Estebsari, Abouzar; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 56:5(2020), pp. 5613-5624. [10.1109/TIA.2020.3010481] | 1-gen-2020 | Barbierato, LucaESTEBSARI, ABOUZARBottaccioli, LorenzoMacii, EnricoPatti, Edoardo | TIA_Paper.pdf; 09144426.pdf |
| A Distributed Platform for Multi-modelling Co-simulations of Smart Building Energy Behaviour / Schiera, DANIELE SALVATORE; Barbierato, Luca; Lanzini, Andrea; Borchiellini, Romano; Pons, Enrico; Bompard, ETTORE FRANCESCO; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo. - (2020). (Intervento presentato al convegno IEEE International Conference on Environment and Electrical Engineering (EEEIC 2020) tenutosi a Madrid, Spain nel 09-12 June 2019) [10.1109/EEEIC/ICPSEurope49358.2020.9160641]. | 1-gen-2020 | Daniele Salvatore SchieraLuca BarbieratoAndrea LanziniRomano BorchielliniEnrico PonsEttore Francesco BompardEdoardo PattiEnrico MaciiLorenzo Bottaccioli | main.pdf; 09160641.pdf |
| GAMES: a General-purpose Architectural model for Multi-Energy System engineering applications / Barbierato, Luca; Schiera, DANIELE SALVATORE; Patti, Edoardo; Macii, Enrico; Pons, Enrico; Bompard, ETTORE FRANCESCO; Lanzini, Andrea; Borchiellini, Romano; Bottaccioli, Lorenzo. - (2020), pp. 1405-1410. (Intervento presentato al convegno 2020 IEEE International Computer Software and Applications Conference (COMPSAC) tenutosi a Madrid, Spain nel 13-17 July 2020) [10.1109/COMPSAC48688.2020.00-59]. | 1-gen-2020 | Luca BarbieratoDaniele Salvatore SchieraEdoardo PattiEnrico MaciiEnrico PonsEttore Francesco BompardAndrea LanziniRomano BorchiellinLorenzo Bottaccioli | MES_SGAM_SYSML.pdf; 09202846.pdf |
| A Distributed IoT Infrastructure to Test and Deploy Real-Time Demand Response in Smart Grids / Barbierato, Luca; Estebsari, Abouzar; Pons, Enrico; Pau, Marco; Salassa, FABIO GUIDO MARIO; Ghirardi, Marco; Patti, Edoardo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - STAMPA. - 6:1(2019), pp. 1136-1146. [10.1109/JIOT.2018.2867511] | 1-gen-2019 | Luca BarbieratoAbouzar EstebsariEnrico PonsFabio SalassaMarco GhirardiEdoardo Patti + | main.pdf; 08449080.pdf |
| A Distributed Software Solution for Demand Side Management with Consumer Habits Prediction / Barbierato, Luca; Bottaccioli, Lorenzo; Macii, Enrico; Grasso, Ennio; Acquaviva, Andrea; Patti, Edoardo. - (2019), pp. 1-6. (Intervento presentato al convegno 2019 IEEE International Conference on Environment and Electrical Engineering (EEEIC 2019) tenutosi a Genoa, Italy nel 11-14 June 2019) [10.1109/EEEIC.2019.8783512]. | 1-gen-2019 | Barbierato, LucaBottaccioli, LorenzoMacii, EnricoAcquaviva, AndreaPatti, Edoardo + | Canera Ready no copyright EEEIC_Conference_Paper.pdf |