Archivio Istituzionale della RicercaBOTTACCIOLI, LORENZO
BOTTACCIOLI, LORENZO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
036638
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 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
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
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
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
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
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 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
Effectiveness of neural networks and transfer learning for indoor air-temperature forecasting
2022 Bellagarda, Andrea; Cesari, Silvia; Aliberti, Alessandro; Ugliotti, Francesca; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo
IoT-Enabled Real-Time Management of Smart Grids with Demand Response Aggregators
2022 Estebsari, Abouzar; Rando Mazzarino, Pietro; Bottaccioli, Lorenzo; Patti, Edoardo
| 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 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 |
| 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 |
| 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. - ELETTRONICO. - 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 |
| 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 |
| 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 |
| 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 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 |
| Effectiveness of neural networks and transfer learning for indoor air-temperature forecasting / Bellagarda, Andrea; Cesari, Silvia; Aliberti, Alessandro; Ugliotti, Francesca; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo. - In: AUTOMATION IN CONSTRUCTION. - ISSN 0926-5805. - 140:(2022). [10.1016/j.autcon.2022.104314] | 1-gen-2022 | Bellagarda, AndreaCesari, SilviaAliberti, AlessandroUgliotti, FrancescaBottaccioli, LorenzoMacii, EnricoPatti, Edoardo | Bellagarda___Elsevier___Automation_in_Construction___2021__Rebuttal_v3___Black_.pdf; 1-s2.0-S092658052200187X-main.pdf |
| IoT-Enabled Real-Time Management of Smart Grids with Demand Response Aggregators / Estebsari, Abouzar; Rando Mazzarino, Pietro; Bottaccioli, Lorenzo; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 58:1(2022), pp. 102-112. [10.1109/TIA.2021.3121651] | 1-gen-2022 | Estebsari, AbouzarRando Mazzarino, PietroBottaccioli, LorenzoPatti, Edoardo | TIA___EEEIC_DSO_extension.pdf; IoT-Enabled_Real-Time_Management_of_Smart_Grids_With_Demand_Response_Aggregators.pdf |