Short-term solar irradiance forecasting using convolutional neural networks and cloud imagery
Environmental Research Letters, 16(4), 044045.
author keywords: solar irradiance forecasting; deep learning; convolutional neural network; satellite imagery; remote sensing; renewable energy
TL;DR:
A convolutional global horizontal irradiance prediction model is developed, using Convolutional neural networks and publicly accessible satellite cloud images to ensure efficient harvesting of the solar energy and reliable operation of the grid.
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Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)