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Fabrizio De Caro
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Methods for analysis and quantification of power system resilience
AM Stanković, KL Tomsovic, F De Caro, M Braun, JH Chow, N Čukalevski, ...
IEEE Transactions on Power Systems 38 (5), 4774-4787, 2022
312022
Adaptive wind generation modeling by fuzzy clustering of experimental data
F De Caro, A Vaccaro, D Villacci
Electronics 7 (4), 47, 2018
222018
DAFT-E: feature-based multivariate and multi-step-ahead wind power forecasting
F De Caro, J De Stefani, A Vaccaro, G Bontempi
IEEE Transactions on sustainable energy 13 (2), 1199-1209, 2021
202021
Does automl outperform naive forecasting?
GM Paldino, J De Stefani, F De Caro, G Bontempi
Engineering proceedings 5 (1), 36, 2021
162021
Flexibility sources for enhancing the resilience of a power grid in presence of severe weather conditions
F De Caro, EM Carlini, D Villacci
2019 AEIT International Annual Conference (AEIT), 1-6, 2019
132019
A Digital Twin Approach for Improving Estimation Accuracy in Dynamic Thermal Rating of Transmission Lines
GM Paldino, F De Caro, J De Stefani, A Vaccaro, D Villacci, G Bontempi
Energies 15 (6), 2254, 2022
122022
A review of the enabling methodologies for knowledge discovery from smart grids data
F De Caro, A Andreotti, R Araneo, M Panella, A Rosato, A Vaccaro, ...
Energies 13 (24), 6579, 2020
122020
Condition monitoring of wind turbine systems by explainable artificial intelligence techniques
D Astolfi, F De Caro, A Vaccaro
Sensors 23 (12), 5376, 2023
102023
Robust assessment of short-term wind power forecasting models on multiple time horizons
F De Caro, J De Stefani, G Bontempi, A Vaccaro, D Villacci
Technology and Economics of Smart Grids and Sustainable Energy 5, 1-15, 2020
102020
Enabling methodologies for predictive power system resilience analysis in the presence of extreme wind gusts
E Brugnetti, G Coletta, F De Caro, A Vaccaro, D Villacci
Energies 13 (13), 3501, 2020
82020
Ensiel national energy transition real time lab: a novel tool to shape the future energy system
G Benedetto, E Bompard, A Mazza, E Pons, S Bruno, G Giannoccaro, ...
2022 AEIT International Annual Conference (AEIT), 1-6, 2022
72022
Spatial and Temporal Wind Power Forecasting by Case-Based Reasoning Using Big-Data
F De Caro, A Vaccaro, D Villacci
Energies 10 (2), 15, 2017
72017
A Markov chain‐based model for wind power prediction in congested electrical grids
F De Caro, A Vaccaro, D Villacci
The Journal of Engineering 2019 (18), 4961-4964, 2019
52019
Evaluation of classification models for forecasting critical voltage events in power systems
F De Caro, A J. Collin, A Vaccaro
Smart Grids and Sustainable Energy 8 (1), 1, 2022
42022
Measurement-based coherency detection through Monte Carlo Consensus Clustering
F De Caro, A Pepiciello, F Milano, A Vaccaro
Electric Power Systems Research 216, 109075, 2023
32023
Review of data-driven techniques for on-line static and dynamic security assessment of modern power systems
F De Caro, AJ Collin, GM Giannuzzi, C Pisani, A Vaccaro
IEEE Access 11, 130644-130673, 2023
22023
Real-time Pricing Demand Response Scheme based on Marginal Emission Factors
A Pepiciello, F De Caro, A Vaccaro
2022 IEEE International Conference on Environment and Electrical Engineering …, 2022
22022
Recent Advances in the Use of eXplainable Artificial Intelligence Techniques for Wind Turbine Systems Condition Monitoring
D Astolfi, F De Caro, A Vaccaro
Electronics 12 (16), 3509, 2023
12023
Characterizing the wake effects on wind power generator operation by data-driven techniques
D Astolfi, F De Caro, A Vaccaro
Energies 16 (15), 5818, 2023
12023
Enhancing wind turbine power curve monitoring with explainable artificial intelligence techniques
D Astolfi, F De Caro, A Vaccaro
IEEE EUROCON 2023-20th International Conference on Smart Technologies, 758-763, 2023
12023
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