Archivio Istituzionale della RicercaSCHIERA, DANIELE SALVATORE
SCHIERA, DANIELE SALVATORE
Dipartimento Energia
046214
Machine-learning assisted optimization of residential building envelopes across contrasting Italian climates: energy, thermal comfort, and carbon footprint
2026 Ghomimoghadam, Alireza; Adibian, Mostafa; Barbierato, Luca; Schiera, Daniele Salvatore; Sepasgozar, Samad Me
Optimal sizing of variable renewable energy systems using two-stage stochastic programming: A comparative analysis with the deterministic approach
2026 Zizzo, Aurelio; Schiera, Daniele Salvatore; Bottaccioli, Lorenzo; Lanzini, Andrea
Towards Automated Co-Simulation of Multi-Energy-Systems: an Ontology-Driven Approach
2026 Torlini, Matia; Rando Mazzarino, Pietro; Schiera, Daniele S.; Arenas-Guerrero, Julián; Barbierato, Luca; Bottaccioli, Lorenzo; Patti, Edoardo
A comparative analysis of regression algorithms and a real world application of multivariable energy signatures
2025 Eiraudo, Simone; Schiera, Daniele Salvatore; Barbierato, Luca; Trifirò, Alena; Bottaccioli, Lorenzo; Lanzini, Andrea
Assessment of renewable energy communities: A comprehensive review of key performance indicators
2025 Giannuzzo, Lorenzo; Minuto, Francesco Demetrio; Schiera, Daniele Salvatore; Branchetti, Samuele; Petrovich, Carlo; Gessa, Nicola; Frascella, Angelo; Lanzini, Andrea
Digital Twins for Positive Energy Districts: a 10-Step Method for Integrated Design and Optimized Operation
2025 Urrutia-Azcona, Koldo; Salvatore Schiera, Daniele; Mizanur, Mohammad; Barbano, Giulia; Byrne, Niall; Zanasi, Alexandra; Buckley, Niall; Barchi, Benedetta
Evaluating uncertainty of shared energy in solar energy communities using a stochastic simulation framework
2025 De Bettin, F.; Minuto, F. D.; Schiera, D. S.; Lanzini, A.
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
Scenario analysis for renewable energy communities through advanced co-simulation infrastructure
2025 Brandi, Silvio; Rando Mazzarino, Pietro; Schiera, Daniele Salvatore; Bilardo, Matteo; Barbierato, Luca; Bottaccioli, Lorenzo; Patti, Edoardo; Capozzoli, Alfonso
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
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
PyARC the Python Algorithm for Residential load profiles reConstruction
2024 Giannuzzo, Lorenzo; Schiera, DANIELE SALVATORE; Minuto, FRANCESCO DEMETRIO; Lanzini, Andrea
Reconstructing hourly residential electrical load profiles for Renewable Energy Communities using non-intrusive machine learning techniques
2024 Giannuzzo, Lorenzo; Minuto, FRANCESCO DEMETRIO; Schiera, DANIELE SALVATORE; Lanzini, Andrea
Shared energy in renewable energy communities: The benefits of east- and west-facing rooftop photovoltaic installations
2024 Minuto, F. D.; Crosato, M.; Schiera, D. S.; Borchiellini, R.; Lanzini, A.
Spatial MILP optimization framework for siting Hydrogen Refueling Stations in heavy-duty freight transport
2024 DE PADOVA, Antonio; Schiera, DANIELE SALVATORE; Minuto, FRANCESCO DEMETRIO; Lanzini, Andrea
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
A Distributed Multi-Model Platform to Cosimulate Multi-Energy Systems in Smart Buildings
2021 Schiera, Daniele Salvatore; Barbierato, Luca; Lanzini, Andrea; Borchiellini, Romano; Pons, Enrico; Bompard, Ettore; Patti, Edoardo; Macii, Enrico; Bottaccioli, Lorenzo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Machine-learning assisted optimization of residential building envelopes across contrasting Italian climates: energy, thermal comfort, and carbon footprint / Ghomimoghadam, Alireza; Adibian, Mostafa; Barbierato, Luca; Schiera, Daniele Salvatore; Sepasgozar, Samad Me. - In: ENERGY AND BUILDINGS. - ISSN 0378-7788. - ELETTRONICO. - 363:(2026). [10.1016/j.enbuild.2026.117532] | 1-gen-2026 | Barbierato, LucaSchiera, Daniele Salvatore + | main.pdf |
| Optimal sizing of variable renewable energy systems using two-stage stochastic programming: A comparative analysis with the deterministic approach / Zizzo, A., Schiera, D.S., Bottaccioli, L., Lanzini, A.. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - 258:(2026). [10.1016/j.renene.2025.124970] | 1-gen-2026 | Zizzo, AurelioSchiera, Daniele SalvatoreBottaccioli, LorenzoLanzini, Andrea | 1-s2.0-S0960148125026345-main.pdf |
| Towards Automated Co-Simulation of Multi-Energy-Systems: an Ontology-Driven Approach / Torlini, M., Rando Mazzarino, P., Schiera, D.S., Arenas-Guerrero, J., Barbierato, L., Bottaccioli, L., Patti, E.. - In: IEEE ACCESS. - ISSN 2169-3536. - 14:(2026), pp. 74170-74189. [10.1109/ACCESS.2026.3689184] | 1-gen-2026 | Matia TorliniPietro Rando MazzarinoDaniele S. SchieraLuca BarbieratoLorenzo BottaccioliEdoardo Patti + | Toward_Automated_Co-Simulation_of_Multi-Energy-Systems_An_Ontology-Driven_Approach.pdf |
| A comparative analysis of regression algorithms and a real world application of multivariable energy signatures / Eiraudo, S., Schiera, D.S., Barbierato, L., Trifirò, A., Bottaccioli, L., Lanzini, A.. - In: ENERGY AND AI. - ISSN 2666-5468. - 22:(2025). [10.1016/j.egyai.2025.100641] | 1-gen-2025 | Eiraudo, SimoneSchiera, Daniele SalvatoreBarbierato, LucaBottaccioli, LorenzoLanzini, Andrea + | 1-s2.0-S2666546825001739-main.pdf |
| Assessment of renewable energy communities: A comprehensive review of key performance indicators / Giannuzzo, L., Minuto, F.D., Schiera, D.S., Branchetti, S., Petrovich, C., Gessa, N., Frascella, A., Lanzini, A.. - In: ENERGY REPORTS. - ISSN 2352-4847. - ELETTRONICO. - 13:(2025), pp. 6609-6630. [10.1016/j.egyr.2025.05.082] | 1-gen-2025 | Lorenzo GiannuzzoFrancesco Demetrio MinutoDaniele Salvatore SchieraAndrea Lanzini + | 1-s2.0-S2352484725003610-main.pdf |
| Digital Twins for Positive Energy Districts: a 10-Step Method for Integrated Design and Optimized Operation / Urrutia-Azcona, K., Salvatore Schiera, D., Mizanur, M., Barbano, G., Byrne, N., Zanasi, A., Buckley, N., Barchi, B.. - In: OPEN RESEARCH EUROPE. - ISSN 2732-5121. - ELETTRONICO. - 5:(2025). [10.12688/openreseurope.20962.1] | 1-gen-2025 | Salvatore Schiera, DanieleBarbano, Giulia + | 479eabe0-6388-4a3b-a91b-afaa32e63d8c_20962_-_koldo_urrutia_azcona.pdf |
| Evaluating uncertainty of shared energy in solar energy communities using a stochastic simulation framework / De Bettin, F., Minuto, F.D., Schiera, D.S., Lanzini, A.. - In: RENEWABLE ENERGY. - ISSN 0960-1481. - 243:(2025). [10.1016/j.renene.2025.122604] | 1-gen-2025 | De Bettin, F.Minuto, F. D.Schiera, D. S.Lanzini, A. | 1-s2.0-S0960148125002666-main_compressed.pdf |
| Experimental Application of a Semi-Parametric Model for Interpretable and Accurate Regression Analysis of Building Energy Consumption / Eiraudo, S., Gijón, A., Manjavacas, A., Schiera, D.S., Barbierato, L., Molina-Solana, M., Gómez-Romero, J., Giannantonio, R., Bottaccioli, L., Lanzini, A.. - 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 + | 1-s2.0-S0378778825012253-main.pdf |
| Integrating physics and data-driven approaches: An explainable and uncertainty-aware hybrid model for wind turbine power prediction / Gijón, A., Eiraudo, S., Manjavacas, A., Schiera, D.S., Molina-Solana, M., Gómez-Romero, J.. - 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 |
| Scenario analysis for renewable energy communities through advanced co-simulation infrastructure / Brandi, S., Rando Mazzarino, P., Schiera, D.S., Bilardo, M., Barbierato, L., Bottaccioli, L., Patti, E., Capozzoli, A.. - In: APPLIED ENERGY. - ISSN 0306-2619. - 394:(2025). [10.1016/j.apenergy.2025.126106] | 1-gen-2025 | Brandi, SilvioRando Mazzarino, PietroSchiera, Daniele SalvatoreBilardo, MatteoBarbierato, LucaBottaccioli, LorenzoPatti, EdoardoCapozzoli, Alfonso | 1-s2.0-S0306261925008360-main.pdf |
| A Simulation Framework for Urban Electric Mobility Based on Limited Widespread Data and Spatial Information / Vizia, C.D., Schiera, D.S., Macii, A., Patti, E., Bottaccioli, L.. - 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 |
| Facilitating Smart Grids Integration through a Hybrid Multi-Model Co-Simulation Framework / Barbierato, L., Schiera, D.S., Orlando, M., Lanzini, A., Pons, E., Bottaccioli, L., Patti, E.. - 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, L., Vogel, S., Schiera, D.S., Pons, E., Bottaccioli, L., Monti, A., Patti, E.. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - ELETTRONICO. - 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 |
| PyARC the Python Algorithm for Residential load profiles reConstruction / Giannuzzo, L., Schiera, D.S., Minuto, F.D., Lanzini, A.. - In: SOFTWAREX. - ISSN 2352-7110. - ELETTRONICO. - 28:(2024). [10.1016/j.softx.2024.101878] | 1-gen-2024 | Lorenzo GiannuzzoDaniele Salvatore SchieraFrancesco Demetrio MinutoAndrea Lanzini | PyARC the Python Algorithm for Residential load profiles reConstruction.pdf |
| Reconstructing hourly residential electrical load profiles for Renewable Energy Communities using non-intrusive machine learning techniques / Giannuzzo, L., Minuto, F.D., Schiera, D.S., Lanzini, A.. - In: ENERGY AND AI. - ISSN 2666-5468. - ELETTRONICO. - 15:(2024). [10.1016/j.egyai.2023.100329] | 1-gen-2024 | Lorenzo GiannuzzoFrancesco Demetrio MinutoDaniele Salvatore SchieraAndrea Lanzini | 1-s2.0-S2666546823001015-main.pdf |
| Shared energy in renewable energy communities: The benefits of east- and west-facing rooftop photovoltaic installations / Minuto, F.D., Crosato, M., Schiera, D.S., Borchiellini, R., Lanzini, A.. - In: ENERGY REPORTS. - ISSN 2352-4847. - 11:(2024), pp. 5593-5601. [10.1016/j.egyr.2024.05.054] | 1-gen-2024 | Minuto, F. D.Crosato, M.Schiera, D. S.Borchiellini, R.Lanzini, A. | VoR Version of Record.pdf |
| Spatial MILP optimization framework for siting Hydrogen Refueling Stations in heavy-duty freight transport / DE PADOVA, A., Schiera, D.S., Minuto, F.D., Lanzini, A.. - In: INTERNATIONAL JOURNAL OF HYDROGEN ENERGY. - ISSN 0360-3199. - ELETTRONICO. - 94:(2024), pp. 669-686. [10.1016/j.ijhydene.2024.11.086] | 1-gen-2024 | Antonio De PadovaDaniele Salvatore SchieraFrancesco Demetrio MinutoAndrea Lanzini | A. De Padova, D. S. Schiera, F. D. Minuto, A. Lanzini - 2024 - Spatial MILP optimization framework for siting Hydrogen Refueling Stations in heavy-duty freight transport.pdf |
| A Machine Learning-based Anomaly Detection Framework for Building Electricity Consumption Data / Mascali, L., Schiera, D.S., Eiraudo, S., Barbierato, L., Giannantonio, R., Patti, E., Bottaccioli, L., Lanzini, A.. - 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, S., Schiera, D.S., Mascali, L., Barbierato, L., Giannantonio, R., Patti, E., Bottaccioli, L., Lanzini, A.. - 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 |
| A Distributed Multi-Model Platform to Cosimulate Multi-Energy Systems in Smart Buildings / Schiera, D.S., Barbierato, L., Lanzini, A., Borchiellini, R., Pons, E., Bompard, E., Patti, E., Macii, E., Bottaccioli, L.. - In: IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS. - ISSN 0093-9994. - ELETTRONICO. - 57:5(2021), pp. 4428-4440. [10.1109/TIA.2021.3094497] | 1-gen-2021 | Schiera, Daniele SalvatoreBarbierato, LucaLanzini, AndreaBorchiellini, RomanoPons, EnricoBompard, EttorePatti, EdoardoMacii, EnricoBottaccioli, Lorenzo | main.pdf; A_Distributed_Multimodel_Platform_to_Cosimulate_Multienergy_Systems_in_Smart_Buildings.pdf |