Sebastian B.M. Bosma

Estimating California's Solar and Wind Energy Production using Computer Vision Deep Learning Techniques on Weather Images

2021 · arXiv (Cornell University)

In pursuit of a novel forecasting strategy for the energy market, we propose a ResNet-inspired model which estimates solar and wind energy production using weather images. The model is designed to capture high-frequency details while …