orestispanago / ASI-Irradiance

Calculate Irradiance from ASI image

ASI-Irradiance

• Downloads last image from FTP.

• Crops image and applies black mask to unused area.

• Calculates solar irradiance (DHI and GHI) from All Sky Image using pre-trained CNN model (saved in .h5 files in models folder).

• Uploads predictions .csv to FTP. File contains a single wor with datetime, GHI and DHI predictions and is overwritten at each run.