BOTTACCIOLI, LORENZO

BOTTACCIOLI, LORENZO  

Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio  

036638  

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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.pdf1-s2.0-S0957417423022510-main.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.pdfA_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.pdfA_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.pdfA_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.pdf1-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.pdfmain.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.pdfDigital_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.pdf1-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.pdfExploring_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.pdfLSTM_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.pdf1-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 Multi-Agent framework to evaluate energy flexibility in District Heating networks / Mazzarino, Pietro Rando; Capone, Martina; Guelpa, Elisa; Verda, Vittorio; Bottaccioli, Lorenzo; Patti, Edoardo. - (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/ICPSEurope54979.2022.9854622]. 1-gen-2022 Mazzarino, Pietro RandoCapone, MartinaGuelpa, ElisaVerda, VittorioBottaccioli, LorenzoPatti, Edoardo District_Heating___EEEIC_2022 - camera ready.pdfA_Multi-Agent_framework_to_evaluate_energy_flexibility_in_District_Heating_networks.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.pdfA_Neural_Network-based_Methodology_for_Non-Intrusive_Energy_Audit_of_Telecom_Sites.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.pdfA_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.pdfA_User-Centric_View_of_a_Demand_Side_Management_Program_From_Surveys_to_Simulation_and_Analysis.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.pdfCOMET_Co-simulation_of_Multi-Energy_Systems_for_Energy_Transition.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_.pdf1-s2.0-S092658052200187X-main.pdf