Archivio Istituzionale della RicercaALIBERTI, ALESSANDRO
ALIBERTI, ALESSANDRO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
040463
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 novel procedure for real-time SOH estimation of EV battery packs based on Time Series Extrinsic Regression
2024 Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Rémi Jacques Philibert; Tosco, Paolo; Patti, Edoardo; Aliberti, Alessandro
Comparative Analysis of Electric Vehicle Simulator for Accurate Battery Pack Internal Signal Generation
2024 Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Remi; Tosco, Paolo; Aliberti, Alessandro; Patti, Edoardo
Enhancing OT Threat Modelling: An Effective Rule-Based Approach for Attack Graph Generation
2024 Sunder, Giulio; Colletto, ALBERTO SALVATORE; Raimondi, Sara; Basile, Cataldo; Viticchie', Alessio; Aliberti, Alessandro
GAIA meta-platform: enabling multi-energy vectors data analysis via IoT federation
2024 Viticchie, Alessio; Cetrone, Felice; Camarda, Christian; Vassallo, Virginia; Napoli, Leonardo; Patti, Edoardo; Aliberti, Alessandro
Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing
2024 Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, Enrico; Bondioli, Federica; Padovano, Elisa; DI CATALDO, Santa
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
Comparative analysis of neural networks techniques to forecast Airfare Prices
2023 Aliberti, Alessandro; Xin, Yao; Viticchie, Alessio; Macii, Enrico; 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
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
Transformer neural networks for interpretable flood forecasting
2023 Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; Macii, Alberto; Macii, Enrico; Patti, Edoardo
A Resources Ecosystem for digital and heritage-led holistic knowledge in rural regeneration
2022 Tamborrino, Rosa; Patti, Edoardo; Aliberti, Alessandro; Dinler, Mesut; Orlando, Matteo; de Luca, Claudia; Tondelli, Simona; Barrientos, Francisco; Martin, John; Cunha, Luís F. M.; Stam, Andries; Nales, Aad; Egusquiza, Aitziber; Amirzada, Zahra; Pavlova, Irina
Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation
2022 Aliberti, Alessandro; Boni, Filippo; Perol, Alessandro; Zampolli, Marco; Jaboeuf, Remi Jacques Philibert; Tosco, Paolo; Macii, Enrico; Patti, Edoardo
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
Engaging Users in Resource Ecosystem Building for Local Heritage-Led Knowledge
2022 Tamborrino, Rosa Rita Maria; Dinler, M.; Patti, E.; Aliberti, A.; Orlando, M.; De Luca, C.; Tondelli, S.; Amirzada, Z.; Pavlova, I.
MNEMONIC: atlante digitale della memoria del presente. Il patrimonio culturale e naturale nell’Italia in lockdown
2022 Tamborrino, Rosa Rita Maria; BONINI BARALDI, Sara; Chiusano, SILVIA ANNA; Cuneo, Cristina; Longhi, Andrea; Rinaldi, BIANCA MARIA; Salizzoni, EMMA PAOLA GERMANA; Dinler, Mesut; Mezzalama, GIULIA MARIA; Aliakbari, Farzaneh; Urgese, Gianvito; Aliberti, Alessandro
Solar radiation forecasting with deep learning techniques integrating geostationary satellite images
2022 Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Macii, Enrico; Patti, Edoardo; Aliberti, Alessandro
A compound of feature selection techniques to improve solar radiation forecasting
2021 Castangia, Marco; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo
Comparative analysis of neural networks techniques to forecast Global Horizontal Irradiance
2021 Aliberti, Alessandro; Fucini, Daniele; Bottaccioli, Lorenzo; Macii, Enrico; Acquaviva, Andrea; 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 novel procedure for real-time SOH estimation of EV battery packs based on Time Series Extrinsic Regression / Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Rémi Jacques Philibert; Tosco, Paolo; Patti, Edoardo; Aliberti, Alessandro. - In: IEEE ACCESS. - ISSN 2169-3536. - (2024). [10.1109/access.2024.3516215] | 1-gen-2024 | Gallo, RaimondoTosco, PaoloPatti, EdoardoAliberti, Alessandro + | 2024___Gallo___Tommaso___SOH_Estimation_with_Extrinsic_Regression.pdf |
| Comparative Analysis of Electric Vehicle Simulator for Accurate Battery Pack Internal Signal Generation / Gallo, Raimondo; Monopoli, Tommaso; Zampolli, Marco; Jaboeuf, Remi; Tosco, Paolo; Aliberti, Alessandro; Patti, Edoardo. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - 60:6(2024), pp. 9216-9226. [10.1109/tia.2024.3440268] | 1-gen-2024 | Gallo, RaimondoAliberti, AlessandroPatti, Edoardo + | 2023___Gallo___Monopoli___Simulink___IEEE_extension.pdf; Comparative_Analysis_of_Electric_Vehicle_Simulator_for_Accurate_Battery_Pack_Internal_Signal_Generation.pdf |
| Enhancing OT Threat Modelling: An Effective Rule-Based Approach for Attack Graph Generation / Sunder, Giulio; Colletto, ALBERTO SALVATORE; Raimondi, Sara; Basile, Cataldo; Viticchie', Alessio; Aliberti, Alessandro. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 4th Intelligent Cybersecurity Conference (ICSC) tenutosi a Valencia (SP) nel 17–20 September, 2024). | 1-gen-2024 | Alberto Salvatore CollettoCataldo BasileAlessio Viticchie'Alessandro Aliberti + | 6619.pdf |
| GAIA meta-platform: enabling multi-energy vectors data analysis via IoT federation / Viticchie, Alessio; Cetrone, Felice; Camarda, Christian; Vassallo, Virginia; Napoli, Leonardo; Patti, Edoardo; Aliberti, Alessandro. - (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/ICPSEurope61470.2024.10751062]. | 1-gen-2024 | Alessio ViticchieChristian CamardaEdoardo PattiAlessandro Aliberti + | 2024___EEEIC___GAIA_Requirements___Final-NO COPYRIGHT.pdf; GAIA_Meta-Platform_Enabling_Multi-Energy_Vectors_Data_Analysis_via_IoT_Federation.pdf |
| Physics-Informed Neural Networks: a step towards data-driven optimization of additive manufacturing / Depaoli, Fabio; Felicioni, Stefano; Ponzio, Francesco; Aliberti, Alessandro; Macii, Enrico; Bondioli, Federica; Padovano, Elisa; DI CATALDO, Santa. - ELETTRONICO. - (2024). (Intervento presentato al convegno IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) tenutosi a Padova (Italy) nel 10th-13th September 2024) [10.1109/ETFA61755.2024.10710827]. | 1-gen-2024 | Fabio DepaoliStefano FelicioniFrancesco PonzioAlessandro AlibertiEnrico MaciiFederica BondioliElisa PadovanoSanta Di Cataldo | Physics-Informed_Neural_Networks_A_Step_Towards_Data-Driven_Optimization_of_Additive_Manufacturing.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 |
| 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 |
| 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 |
| 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 |
| 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 |
| A Resources Ecosystem for digital and heritage-led holistic knowledge in rural regeneration / Tamborrino, Rosa; Patti, Edoardo; Aliberti, Alessandro; Dinler, Mesut; Orlando, Matteo; de Luca, Claudia; Tondelli, Simona; Barrientos, Francisco; Martin, John; Cunha, Luís F. M.; Stam, Andries; Nales, Aad; Egusquiza, Aitziber; Amirzada, Zahra; Pavlova, Irina. - In: JOURNAL OF CULTURAL HERITAGE. - ISSN 1778-3674. - STAMPA. - 57:(2022), pp. 265-275. [10.1016/j.culher.2022.09.012] | 1-gen-2022 | Rosa TamborrinoEdoardo PattiAlessandro AlibertiMesut DinlerMatteo Orlando + | 1-s2.0-S1296207422001510-main.pdf |
| Comparative Analysis of Neural Networks Techniques for Lithium-ion Battery SOH Estimation / Aliberti, Alessandro; Boni, Filippo; Perol, Alessandro; Zampolli, Marco; Jaboeuf, Remi Jacques Philibert; Tosco, Paolo; Macii, Enrico; Patti, Edoardo. - (2022), pp. 1355-1361. (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/COMPSAC54236.2022.00214]. | 1-gen-2022 | Aliberti, AlessandroMacii, EnricoPatti, Edoardo + | 2022___Compsac2022___Boni.pdf; Comparative_Analysis_of_Neural_Networks_Techniques_for_Lithium-ion_Battery_SOH_Estimation.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 |
| Engaging Users in Resource Ecosystem Building for Local Heritage-Led Knowledge / Tamborrino, Rosa Rita Maria; Dinler, M.; Patti, E.; Aliberti, A.; Orlando, M.; De Luca, C.; Tondelli, S.; Amirzada, Z.; Pavlova, I.. - In: SUSTAINABILITY. - ISSN 2071-1050. - ELETTRONICO. - 14:8(2022), p. 4575. [10.3390/su14084575] | 1-gen-2022 | Rosa TamborrinoDinler M.Patti, E.Aliberti, A.Orlando, M. + | Engaging Users in Resource Ecosystem Building for Local Heritage-Led Knowledge - sustainability-14-04575.pdf |
| MNEMONIC: atlante digitale della memoria del presente. Il patrimonio culturale e naturale nell’Italia in lockdown / Tamborrino, Rosa Rita Maria; BONINI BARALDI, Sara; Chiusano, SILVIA ANNA; Cuneo, Cristina; Longhi, Andrea; Rinaldi, BIANCA MARIA; Salizzoni, EMMA PAOLA GERMANA; Dinler, Mesut; Mezzalama, GIULIA MARIA; Aliakbari, Farzaneh; Urgese, Gianvito; Aliberti, Alessandro - In: Il valore del patrimonio. Studi per Giulio Mondini / Bottero M., Devoti C.. - STAMPA. - Sesto Fiorentino : All’Insegna del Giglio s.a.s, 2022. - ISBN 9788892851573. - pp. 203-212 [10.36153/heredium03-022] | 1-gen-2022 | ROSA TAMBORRINOSARA BONINI BARALDISILVIA CHIUSANOCRISTINA CUNEOANDREA LONGHIBIANCA MARIA RINALDIEMMA SALIZZONIMESUT DINLERGIULIA MEZZALAMAFARZANEH ALIAKBARIGIANVITO URGESEALESSANDRO ALIBERTI | Tamborrino_mnemonic.pdf |
| Solar radiation forecasting with deep learning techniques integrating geostationary satellite images / Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Macii, Enrico; Patti, Edoardo; Aliberti, Alessandro. - In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. - ISSN 0952-1976. - 116:(2022). [10.1016/j.engappai.2022.105493] | 1-gen-2022 | Gallo, RaimondoCastangia, MarcoMacii, AlbertoMacii, EnricoPatti, EdoardoAliberti, Alessandro | 2022___Gallo___GHI___Satellite_Images___rebuttal.pdf; 1-s2.0-S0952197622004833-main.pdf |
| A compound of feature selection techniques to improve solar radiation forecasting / Castangia, Marco; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Patti, Edoardo. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 178:(2021). [10.1016/j.eswa.2021.114979] | 1-gen-2021 | Castangia, MarcoAliberti, AlessandroBottaccioli, LorenzoMacii, EnricoPatti, Edoardo | main.pdf; 1-s2.0-S0957417421004206-main.pdf |
| Comparative analysis of neural networks techniques to forecast Global Horizontal Irradiance / Aliberti, Alessandro; Fucini, Daniele; Bottaccioli, Lorenzo; Macii, Enrico; Acquaviva, Andrea; Patti, Edoardo. - In: IEEE ACCESS. - ISSN 2169-3536. - 9:(2021), pp. 122829-122846. [10.1109/ACCESS.2021.3110167] | 1-gen-2021 | Aliberti, AlessandroBottaccioli, LorenzoMacii, EnricoAcquaviva, AndreaPatti, Edoardo + | Comparative_Analysis_of_Neural_Networks_Techniques_to_Forecast_Global_Horizontal_Irradiance.pdf |