BOTTACCIOLI, 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 automated tool for Urban Building Energy Modelling: from sparse datasets to CityJSON
2024 RANDO MAZZARINO, Pietro; Finocchiaro, Salvatore; Barbierato, Luca; Schiera, DANIELE SALVATORE; Bottaccioli, Lorenzo; Patti, Edoardo
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
OP-TEE powered OpenSSL Engine enhancing Digital Signature security for ARM Architectures
2024 Volante, Franco; Barchi, Francesco; Patti, Edoardo; Bottaccioli, Lorenzo; Barbierato, Luca.
Streamlined Deployment of a Distributed and Scalable Co-Simulation Platform for Integrated Energy Systems
2024 Chini, Fabio; Canali, Davide; Barbierato, Luca; Schiera, Daniele Salvatore; Bottaccioli, Lorenzo; Margara, Alessandro; Patti, Edoardo
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
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
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
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 |
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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 automated tool for Urban Building Energy Modelling: from sparse datasets to CityJSON / RANDO MAZZARINO, Pietro; Finocchiaro, Salvatore; Barbierato, Luca; Schiera, DANIELE SALVATORE; Bottaccioli, Lorenzo; Patti, Edoardo. - (2024). (Intervento presentato al convegno 2024 IEEE International Conference on Environment and Electrical Engineering and 2024 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) tenutosi a Rome (ITA) nel 17-20 June, 2024) [10.1109/EEEIC/ICPSEurope61470.2024.10751147]. | 1-gen-2024 | Pietro Rando MazzarinoLuca BarbieratoDaniele Salvatore SchieraLorenzo BottaccioliEdoardo Patti + | 2024_EEEIC___An_automated_pipeline_for_Urban_Building_Energy_Modelling__from_sparse_datasets_to_CityJSON NO COPYRIGHT.pdf; An_Automated_Tool_for_Urban_Building_Energy_Modelling_From_Sparse_Datasets_to_CityJSON.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. - 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 |
OP-TEE powered OpenSSL Engine enhancing Digital Signature security for ARM Architectures / Volante, Franco; Barchi, Francesco; Patti, Edoardo; Bottaccioli, Lorenzo; Barbierato, Luca.. - (2024), pp. 1-4. (Intervento presentato al convegno 2024 International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD) tenutosi a Volos (GRC) nel 2-5 July 2024) [10.1109/SMACD61181.2024.10745433]. | 1-gen-2024 | Volante, FrancoPatti, EdoardoBottaccioli, LorenzoBarbierato, Luca. + | 2024_SMACD___OP_TEE_powered_OpenSSL_Engine_enhancing_Digital_Signature_security_for_i_MX7_Architecture.pdf; OP-TEE_powered_OpenSSL_Engine_enhancing_Digital_Signature_security_for_ARM_Architectures.pdf |
Streamlined Deployment of a Distributed and Scalable Co-Simulation Platform for Integrated Energy Systems / Chini, Fabio; Canali, Davide; Barbierato, Luca; Schiera, Daniele Salvatore; Bottaccioli, Lorenzo; Margara, Alessandro; Patti, Edoardo. - ELETTRONICO. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 International Conference on Intelligent Systems Applications to Power Systems (ISAP) tenutosi a Budapest (HUN) nel 16-19 September 2024) [10.1109/ISAP63260.2024.10744271]. | 1-gen-2024 | Barbierato, LucaSchiera, Daniele SalvatoreBottaccioli, LorenzoPatti, Edoardo + | 2024_ISAP___Streamlined_Deployment_of_a_Distributed_and_Scalable_Co_Simulation_Platform_for_Integrated_Energy_Systems.pdf; Streamlined_Deployment_of_a_Distributed_and_Scalable_Co-Simulation_Platform_for_Integrated_Energy_Systems.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 |
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 |
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 |
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 |