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Downloads last image from FTP.
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Crops image and applies black mask to unused area.
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Calculates solar irradiance (DHI and GHI) from All Sky Image using pre-trained CNN model (saved in
.h5files inmodelsfolder). -
Uploads predictions
.csvto FTP. File contains a single wor with datetime, GHI and DHI predictions and is overwritten at each run.
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Calculate Irradiance from ASI image
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