MATRONE, SILVANA
Comparing peak electricity load forecasting models for an industrial and a residential building
2025-01-01 Wood, Michael; Matrone, Silvana; Ogliari, Emanuele; Leva, Sonia
Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids
2024-01-01 Matrone, Silvana; Pozzi, Andrea; Ogliari, Emanuele; Leva, Sonia
Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism
2024-01-01 Matrone, Silvana; Ogliari, Emanuele; Nespoli, Alfredo; Leva, Sonia
Electric vehicle supply equipment monitoring and early fault detection through autoencoders
2024-01-01 Sakwa, Maciej; Nespoli, Alfredo; Matrone, Silvana; Leva, Sonia; Guerini, Alice; Demartini, Andrea; Ogliari, Emanuele
Electric Vehicles Charging Sessions Classification Technique for Optimized Battery Charge Based on Machine Learning
2023-01-01 Matrone, S.; Ogliari, E. G. C.; Nespoli, Alfredo; Gruosso, G.; Gandelli, A.
Impact of PV and EV Forecasting in the Operation of a Microgrid
2024-01-01 Manzolini, Giampaolo; Fusco, Andrea; Gioffrè, Domenico; Matrone, Silvana; Ramaschi, Riccardo; Saleptsis, Marios; Simonetti, Riccardo; Sobic, Filip; Wood, Michael James; Ogliari, Emanuele; Leva, Sonia
Impact of temporal resolution on the design and reliability of residential energy systems
2024-01-01 Omoyele, Olalekan; Matrone, Silvana; Hoffmann, Maximilian; Ogliari, Emanuele; Weinand, Jann Michael; Leva, Sonia; Stolten, Detlef
Multi-temporal PV power prediction using long short-term memory and wavelet packet decomposition
2025-01-01 Sardarabadi, Amirhasan; Heydarian Ardakani, Amirhossein; Matrone, Silvana; Ogliari, Emanuele; Shirazi, Elham