Fabrizio De Caro

A Markov chain-based model for wind power prediction in congested electrical grids

Alfredo Vaccaro, Domenico Villacci, Fabrizio De Caro, 2019 .

Spatial and Temporal Wind Power Forecasting by Case-Based Reasoning Using Big-Data

Alfredo Vaccaro, Domenico Villacci, Fabrizio De Caro, 2017 .

A Review of the Enabling Methodologies for Knowledge Discovery from Smart Grids Data

Alfredo Vaccaro, Domenico Villacci, Rodolfo Araneo, 2020 .

Adaptive Wind Generation Modeling by Fuzzy Clustering of Experimental Data

Alfredo Vaccaro, Domenico Villacci, Fabrizio De Caro, 2018 .

A Review of the Enabling Methodologies for Knowledge Discovery from Smart Grids Data

Alfredo Vaccaro, Domenico Villacci, Rodolfo Araneo, 2020, 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

Enabling Methodologies for Predictive Power System Resilience Analysis in the Presence of Extreme Wind Gusts

Alfredo Vaccaro, Domenico Villacci, Fabrizio De Caro, 2020, Energies.

Does AutoML Outperform Naive Forecasting?

Gianluca Bontempi, Fabrizio De Caro, Jacopo De Stefani, 2021, Engineering Proceedings.

Evaluation of Classification Models for Forecasting Critical Voltage Events in Power Systems

Fabrizio De Caro, A. Vaccaro, A. Collin, 2022, Smart Grids and Sustainable Energy.

Robust Assessment of Short-Term Wind Power Forecasting Models on Multiple Time Horizons

Alfredo Vaccaro, Gianluca Bontempi, Domenico Villacci, 2020, Technology and Economics of Smart Grids and Sustainable Energy.

Review of Data-Driven Techniques for On-Line Static and Dynamic Security Assessment of Modern Power Systems

Fabrizio De Caro, Adam J. Collin, G. Giannuzzi, 2023, IEEE Access.

Generating Wind Power Pseudo-Measurements by Machine-Learning-based Methods

Fabrizio De Caro, Alfredo Vaccaro, 2023, 2023 IEEE Power & Energy Society General Meeting (PESGM).