Published Works

Data-driven Models to Anticipate Critical Voltage Events in Power Systems

F De Caro, AJ Collin, A Vaccaro

arXiv preprint arXiv:2207.11803

Provision of Ancillary Services by Wind Generators coupled with Energy Storage Systems: a real Italian Case Study

F De Caro, A Pepiciello, A Vaccaro

2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), 213-218

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

Affine Arithmetic-Based Reliable Estimation of Transition State Boundaries for Uncertain Markov Chains

A Pepiciello, F De Caro, A Vaccaro, S Djokic

Electric Power Systems Research 204, 107711

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

Does AutoML Outperform Naive Forecasting?

GM Paldino, J De Stefani, F De Caro, G Bontempi

Engineering proceedings 5 (1), 36

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

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), 1-15

A Reliable Multi-Objective Methodology for Strategic Bidding of Wind Energy

F De Caro, A Vaccaro, D Villacci

2020 55th International Universities Power Engineering Conference (UPEC), 1-6

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

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

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

Integrating Reliability Models and Adaptive Algorithms for Wind Power Forecasting

F De Caro, A Vaccaro, D Villacci

Advances in System Reliability Engineering, 117-130

Robust optimal bidding of wind energy in the electricity markets

F De Caro, D Villacci, EM Carlini

2018 AEIT International Annual Conference, 1-6

A Probabilistic-based Methodology for Wind Power Forecasting considering Generator Reliability

F De Caro, A Vaccaro, D Villacci

2018 IEEE Power & Energy Society General Meeting (PESGM), 1-5

Adaptive wind generation modeling by fuzzy clustering of experimental data

F De Caro, A Vaccaro, D Villacci

Electronics 7 (4), 47

The role of principal component analysis in neural-based wind power forecasting

F De Caro, A Vaccaro, D Villacci

2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT)

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

F De Caro, A Vaccaro, D Villacci

Energies 10 (2), 15