Archivio Istituzionale della RicercaBADAMI, MARCO
BADAMI, MARCO
Dipartimento Energia
001899
Assessing the role of storage and thermoelectric plants in the energy transition: a short- and medium-term scenario analysis with Italy as a case study
2025 Franzoso, Andrea; Noussan, Michel; Marocco, Paolo; Badami, Marco; Fambri, Gabriele; Gandiglio, Marta
Comparison of LSTM-Based Models for the 6-Hour-Ahead and Day-Ahead Forecasting of Photovoltaic Power Generation
2025 Ghione, G.; Randazzo, V.; Pasero, E.; Badami, M.
Deep reinforcement learning as a tool for the analysis and optimization of energy flows in multi-energy systems
2025 Franzoso, Andrea; Fambri, Gabriele; Badami, Marco
Deep reinforcement learning to explore multi-energy systems: a methodological approach
2025 Fambri, Gabriele; Franzoso, Andrea; Badami, Marco
Optimal Cogeneration Scheduling: A Comparison of Genetic and POMDP-Based Deep Reinforcement Learning Approaches
2025 Ghione, Giorgia; Randazzo, Vincenzo; Pasero, Eros; Badami, Marco
A Comparison of Univariate Methods for Day-Ahead Short-Term Load Forecasting
2024 Ghione, G.; Judge, M. A.; Badami, M.; Pasero, E.; Franzitta, V.; Cirrincione, G.
Energy Assessment of a Slow Pyrolysis Plant for Biochar and Heat Cogeneration
2024 Fambri, Gabriele; Lombardi, Giacomo; Badami, Marco; Chiaramonti, David
Hourly carbon intensity of natural gas combined cycles compared to the current and future electricity mixes in Italy
2024 Fambri, Gabriele; Noussan, Michel; Badami, Marco; Chiaramonti, David
Optimizing Battery Storage Systems in Energy Microgrids: A Reinforcement Learning Approach Comparing Multiple Reward Functions
2024 Ghione, Giorgia; Randazzo, Vincenzo; Badami, Marco; Pasero, Eros
Three-Phase Dump Loads in Hydropower Plants: The Story of a Poor Design
2024 Freschi, Fabio; Badami, Marco; Tartaglia, Michele
Co-simulation Management Algorithm for Distribution System Operation with Real-Time Simulator
2023 Diaz-Londono, Cesar; Fambri, Gabriele; Mazza, Andrea; Pons, Enrico; Badami, Marco; Bompard, Ettore; Chicco, Gianfranco
Comparison of Genetic and Reinforcement Learning Algorithms for Energy Cogeneration Optimization
2023 Ghione, Giorgia; Randazzo, Vincenzo; Recchia, Alessandra; Pasero, Eros; Badami, Marco
Power-to-heat plants in district heating and electricity distribution systems: A techno-economic analysis
2023 Fambri, G; Mazza, A; Guelpa, E; Verda, V; Badami, M
The flexibility of virtual energy storage based on the thermal inertia of buildings in renewable energy communities: A techno-economic analysis and comparison with the electric battery solution
2023 Fambri, G.; Marocco, P.; Badami, M.; Tsagkrasoulis, D.
Power-to-Gas in gas and electricity distribution systems: A comparison of different modeling approaches
2022 Fambri, Gabriele; Diaz-Londono, Cesar; Mazza, Andrea; Badami, Marco; Weiss, Robert
Techno-economic analysis of Power-to-Gas plants in a gas and electricity distribution network system with high renewable energy penetration
2022 Fambri, Gabriele; Diaz-Londono, Cesar; Mazza, Andrea; Badami, Marco; Sihvonen, Teemu; Weiss, Robert
The PLANET Project: A Tool for Flexibility in the Energy Transition
2021 Badami, Marco; Martino, Mariapia; Katsiki, Vasiliki; Kanellos, Konstantinos
A Real-Time Based Platform for Integrating Power-to-Gas in Electrical Distribution Grids
2020 Diaz-Londono, C.; Fambri, G.; Mazza, A.; Badami, M.; Bompard, E.
Demand flexibility enabled by virtual energy storage to improve renewable energy penetration
2020 Fambri, G.; Badami, M.; Tsagkrasoulis, D.; Katsiki, V.; Giannakis, G.; Papanikolaou, A.
A decision support system tool to manage the flexibility in renewable energy-based power systems
2019 Badami, M.; Fambri, G.; Manco, S.; Martino, M.; Damousis, I. G.; Agtzidis, D.; Tzovaras, D.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Assessing the role of storage and thermoelectric plants in the energy transition: a short- and medium-term scenario analysis with Italy as a case study / Franzoso, Andrea; Noussan, Michel; Marocco, Paolo; Badami, Marco; Fambri, Gabriele; Gandiglio, Marta. - In: SMART ENERGY. - ISSN 2666-9552. - 19:(2025). [10.1016/j.segy.2025.100186] | 1-gen-2025 | Franzoso, AndreaNoussan, MichelMarocco, PaoloBadami, MarcoFambri, GabrieleGandiglio, Marta | 1-s2.0-S2666955225000140-main.pdf |
| Comparison of LSTM-Based Models for the 6-Hour-Ahead and Day-Ahead Forecasting of Photovoltaic Power Generation / Ghione, G.; Randazzo, V.; Pasero, E.; Badami, M. (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Smart Innovation, Systems and Technologies / Esposito A., Faundez-Zanuy M., Morabito F. C., Pasero E., Cordasco G.. - STAMPA. - Singapore : Springer Nature, 2025. - ISBN 9789819609932. - pp. 45-54 [10.1007/978-981-96-0994-9_5] | 1-gen-2025 | Ghione G.Randazzo V.Pasero E.Badami M. | 2025_bookExtracted_WIRN2023_Comparison of LSTM-Based Models_Ghione.pdf; 2023_WIRN_PVPF_CameraReady_ReviewCorrections.pdf |
| Deep reinforcement learning as a tool for the analysis and optimization of energy flows in multi-energy systems / Franzoso, Andrea; Fambri, Gabriele; Badami, Marco. - In: ENERGY CONVERSION AND MANAGEMENT. - ISSN 0196-8904. - 341:(2025). [10.1016/j.enconman.2025.120095] | 1-gen-2025 | Franzoso, AndreaFambri, GabrieleBadami, Marco | 1-s2.0-S0196890425006193-main_compressed.pdf |
| Deep reinforcement learning to explore multi-energy systems: a methodological approach / Fambri, Gabriele; Franzoso, Andrea; Badami, Marco. - (2025). (Intervento presentato al convegno 11th International Conference on Smart Energy Systems tenutosi a Copenhagen nel 16-17 Settembre 2025). | 1-gen-2025 | Gabriele FambriAndrea FranzosoMarco Badami | - |
| Optimal Cogeneration Scheduling: A Comparison of Genetic and POMDP-Based Deep Reinforcement Learning Approaches / Ghione, Giorgia; Randazzo, Vincenzo; Pasero, Eros; Badami, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 13:(2025), pp. 128562-128581. [10.1109/access.2025.3590255] | 1-gen-2025 | Ghione, GiorgiaRandazzo, VincenzoPasero, ErosBadami, Marco | Optimal_Cogeneration_Scheduling_A_Comparison_of_Genetic_and_POMDP-Based_Deep_Reinforcement_Learning_Approaches.pdf |
| A Comparison of Univariate Methods for Day-Ahead Short-Term Load Forecasting / Ghione, G.; Judge, M. A.; Badami, M.; Pasero, E.; Franzitta, V.; Cirrincione, G.. - ELETTRONICO. - (2024), pp. 662-667. (Intervento presentato al convegno 22nd IEEE Mediterranean Electrotechnical Conference, MELECON 2024 tenutosi a Porto (Portugal) nel 25-27 June 2024) [10.1109/MELECON56669.2024.10608727]. | 1-gen-2024 | Ghione G.Badami M.Pasero E.Cirrincione G. + | - |
| Energy Assessment of a Slow Pyrolysis Plant for Biochar and Heat Cogeneration / Fambri, Gabriele; Lombardi, Giacomo; Badami, Marco; Chiaramonti, David. - In: CHEMICAL ENGINEERING TRANSACTIONS. - ISSN 2283-9216. - 109:(2024), pp. 571-576. [10.3303/CET24109096] | 1-gen-2024 | Fambri GabrieleBadami MarcoChiaramonti David + | 096.pdf |
| Hourly carbon intensity of natural gas combined cycles compared to the current and future electricity mixes in Italy / Fambri, Gabriele; Noussan, Michel; Badami, Marco; Chiaramonti, David. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6596. - (2024), pp. 1-12. (Intervento presentato al convegno 79° Congresso nazionale ATI tenutosi a Genova nel 4-6 Settembre 2024) [10.1088/1742-6596/2893/1/012034]. | 1-gen-2024 | Gabriele FambriMichel NoussanMarco BadamiDavid Chiaramonti | Fambri_2024_J._Phys.__Conf._Ser._2893_012034.pdf |
| Optimizing Battery Storage Systems in Energy Microgrids: A Reinforcement Learning Approach Comparing Multiple Reward Functions / Ghione, Giorgia; Randazzo, Vincenzo; Badami, Marco; Pasero, Eros. - ELETTRONICO. - (2024), pp. 642-646. (Intervento presentato al convegno 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 tenutosi a Politecnico di Milano - Polo Territoriale di Lecco, ita nel 2024) [10.1109/rtsi61910.2024.10761708]. | 1-gen-2024 | Ghione, GiorgiaRandazzo, VincenzoBadami, MarcoPasero, Eros | - |
| Three-Phase Dump Loads in Hydropower Plants: The Story of a Poor Design / Freschi, Fabio; Badami, Marco; Tartaglia, Michele. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 IEEE Industry Applications Society Annual Meeting, IAS 2024 tenutosi a Phoenix, AZ (USA) nel 2024) [10.1109/ias55788.2024.11023673]. | 1-gen-2024 | Freschi, FabioBadami, MarcoTartaglia, Michele | - |
| Co-simulation Management Algorithm for Distribution System Operation with Real-Time Simulator / Diaz-Londono, Cesar; Fambri, Gabriele; Mazza, Andrea; Pons, Enrico; Badami, Marco; Bompard, Ettore; Chicco, Gianfranco. - In: CIGRE SCIENCE & ENGINEERING. - ISSN 2426-1335. - ELETTRONICO. - 2023:30(2023). | 1-gen-2023 | Cesar Diaz-LondonoGabriele FambriAndrea MazzaEnrico PonsMarco BadamiEttore BompardGianfranco Chicco | CSE_30-co-simulation-management-algorithm-for-distribution-system-operation-with-real-time-simulator.pdf |
| Comparison of Genetic and Reinforcement Learning Algorithms for Energy Cogeneration Optimization / Ghione, Giorgia; Randazzo, Vincenzo; Recchia, Alessandra; Pasero, Eros; Badami, Marco. - ELETTRONICO. - (2023), pp. 1-7. (Intervento presentato al convegno 2023 8th International Conference on Smart and Sustainable Technologies (SpliTech) tenutosi a Split/Bol (Croatia) nel 20-23 June 2023) [10.23919/SpliTech58164.2023.10193518]. | 1-gen-2023 | Ghione, GiorgiaRandazzo, VincenzoRecchia, AlessandraPasero, ErosBadami, Marco | COMPAR~1.PDF; 1570894786 final.pdf |
| Power-to-heat plants in district heating and electricity distribution systems: A techno-economic analysis / Fambri, G; Mazza, A; Guelpa, E; Verda, V; Badami, M. - In: ENERGY CONVERSION AND MANAGEMENT. - ISSN 0196-8904. - ELETTRONICO. - 276:(2023), p. 116543. [10.1016/j.enconman.2022.116543] | 1-gen-2023 | Fambri, GMazza, AGuelpa, EVerda, VBadami, M | 1-s2.0-S0196890422013218-main.pdf; Revised_V15.pdf |
| The flexibility of virtual energy storage based on the thermal inertia of buildings in renewable energy communities: A techno-economic analysis and comparison with the electric battery solution / Fambri, G.; Marocco, P.; Badami, M.; Tsagkrasoulis, D.. - In: JOURNAL OF ENERGY STORAGE. - ISSN 2352-152X. - 73:(2023). [10.1016/j.est.2023.109083] | 1-gen-2023 | Fambri G.Marocco P.Badami M. + | 1-s2.0-S2352152X23024817-main.pdf |
| Power-to-Gas in gas and electricity distribution systems: A comparison of different modeling approaches / Fambri, Gabriele; Diaz-Londono, Cesar; Mazza, Andrea; Badami, Marco; Weiss, Robert. - In: JOURNAL OF ENERGY STORAGE. - ISSN 2352-152X. - 55:(2022), p. 105454. [10.1016/j.est.2022.105454] | 1-gen-2022 | Fambri, GabrieleDiaz-Londono, CesarMazza, AndreaBadami, Marco + | P2G_2_compressed-4.pdf; Paper_AAM.pdf |
| Techno-economic analysis of Power-to-Gas plants in a gas and electricity distribution network system with high renewable energy penetration / Fambri, Gabriele; Diaz-Londono, Cesar; Mazza, Andrea; Badami, Marco; Sihvonen, Teemu; Weiss, Robert. - In: APPLIED ENERGY. - ISSN 0306-2619. - ELETTRONICO. - 312:(2022), p. 118743. [10.1016/j.apenergy.2022.118743] | 1-gen-2022 | Fambri, GabrieleDiaz-Londono, CesarMazza, AndreaBadami, Marco + | 2022 P2G.pdf; Techno-economic analysis of Power-to-Gas plants.pdf |
| The PLANET Project: A Tool for Flexibility in the Energy Transition / Badami, Marco; Martino, Mariapia; Katsiki, Vasiliki; Kanellos, Konstantinos. - ELETTRONICO. - (2021), pp. 1-58. | 1-gen-2021 | Badami, MarcoMartino, Mariapia + | PLANET+White+Paper_ISBN_reducedsize.pdf |
| A Real-Time Based Platform for Integrating Power-to-Gas in Electrical Distribution Grids / Diaz-Londono, C.; Fambri, G.; Mazza, A.; Badami, M.; Bompard, E.. - ELETTRONICO. - (2020), pp. 1-6. (Intervento presentato al convegno 55th International Universities Power Engineering Conference, UPEC 2020 tenutosi a Torino (Italia) nel 1-4 Sept. 2020) [10.1109/UPEC49904.2020.9209803]. | 1-gen-2020 | Fambri G.Mazza A.Badami M.Bompard E. + | planet_conf_perWeb.pdf; 09209803.pdf |
| Demand flexibility enabled by virtual energy storage to improve renewable energy penetration / Fambri, G.; Badami, M.; Tsagkrasoulis, D.; Katsiki, V.; Giannakis, G.; Papanikolaou, A.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 13:19(2020), pp. 1-20. [10.3390/en13195128] | 1-gen-2020 | Fambri G.Badami M. + | energies-13-05128-v2.pdf |
| A decision support system tool to manage the flexibility in renewable energy-based power systems / Badami, M.; Fambri, G.; Manco, S.; Martino, M.; Damousis, I. G.; Agtzidis, D.; Tzovaras, D.. - In: ENERGIES. - ISSN 1996-1073. - 13:1(2019). [10.3390/en13010153] | 1-gen-2019 | Badami M.Fambri G.Manco S.Martino M. + | energies-13-00153.pdf |