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# DDPM Solar Radiation model
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A deep learning model for solar radiation nowcasting using modified [MCVD](https://arxiv.org/pdf/2205.09853) model, a kind of DDPM model for video generation. The model predicts clearsky index and converts it to solar radiation for up to 6 or 36 time steps ahead.
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## Overview
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# DDPM Solar Radiation model
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A deep learning model for solar radiation nowcasting using modified [MCVD](https://arxiv.org/pdf/2205.09853) model, a kind of DDPM model for video generation. The model predicts clearsky index and converts it to solar radiation for up to 6 or 36 time steps ahead.
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Below is an example of DDPM generation process for 1-hour solar radiation prediction (6 time steps). The total iteration is 1000 steps, and every 50 steps are shown in the gif.
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## Overview
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