Archivio Istituzionale della RicercaEIRAUDO, SIMONE
EIRAUDO, SIMONE
Dipartimento Energia
070893
Experimental Application of a Semi-Parametric Model for Interpretable and Accurate Regression Analysis of Building Energy Consumption
2025 Eiraudo, Simone; Gijón, Alfonso; Manjavacas, Antonio; Schiera, Daniele Salvatore; Barbierato, Luca; Molina-Solana, Miguel; Gómez-Romero, Juan; Giannantonio, Roberta; Bottaccioli, Lorenzo; Lanzini, Andrea
Integrating physics and data-driven approaches: An explainable and uncertainty-aware hybrid model for wind turbine power prediction
2025 Gijón, Alfonso; Eiraudo, Simone; Manjavacas, Antonio; Schiera, Daniele Salvatore; Molina-Solana, Miguel; Gómez-Romero, Juan
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
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 |
|---|---|---|---|
| Experimental Application of a Semi-Parametric Model for Interpretable and Accurate Regression Analysis of Building Energy Consumption / Eiraudo, Simone; Gijón, Alfonso; Manjavacas, Antonio; Schiera, Daniele Salvatore; Barbierato, Luca; Molina-Solana, Miguel; Gómez-Romero, Juan; Giannantonio, Roberta; Bottaccioli, Lorenzo; Lanzini, Andrea. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 349:(2025), p. 116495. [10.1016/j.enbuild.2025.116495] | 1-gen-2025 | Eiraudo, SimoneSchiera, Daniele SalvatoreBarbierato, LucaBottaccioli, LorenzoLanzini, Andrea + | - |
| Integrating physics and data-driven approaches: An explainable and uncertainty-aware hybrid model for wind turbine power prediction / Gijón, Alfonso; Eiraudo, Simone; Manjavacas, Antonio; Schiera, Daniele Salvatore; Molina-Solana, Miguel; Gómez-Romero, Juan. - In: COMPUTER PHYSICS COMMUNICATIONS. - ISSN 0010-4655. - ELETTRONICO. - 316:(2025). [10.1016/j.cpc.2025.109761] | 1-gen-2025 | Eiraudo, SimoneSchiera, Daniele Salvatore + | 1-s2.0-S0010465525002632-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 |
| 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 |