Silvana Matrone

According to our database, Silvana Matrone authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Comparing peak electricity load forecasting models for an industrial and a residential building.

Michael Wood, Silvana Matrone, Emanuele Ogliari, Sonia Leva

Math. Comput. Simul., 2026

2025

Probabilistic Forecast of EV Charging Demand using Quantile Regression and LSTM with Attention Mechanism.

Silvana Matrone, Amirhossein Heydarian Ardakani, Emanuele Ogliari, Elham Shirazi, Sonia Leva

Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems, 2025

2024

Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism.

Silvana Matrone, Emanuele Ogliari, Alfredo Nespoli, Sonia Leva

IEEE Trans. Intell. Transp. Syst., August, 2024

Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids.

Silvana Matrone, Andrea Pozzi, Emanuele Ogliari, Sonia Leva

IEEE Access, 2024

2023

Electric Vehicles Charging Sessions Classification Technique for Optimized Battery Charge Based on Machine Learning.

Silvana Matrone, Emanuele Giovanni Carlo Ogliari, Alfredo Nespoli, Giambattista Gruosso, Alessandro Gandelli

IEEE Access, 2023