https://github.com/orestispanago/asi-irradiance

Calculate Irradiance from ASI image
https://github.com/orestispanago/asi-irradiance

all-sky-camera asi convolutional-neural-networks ftp solar-radiation solar-radiation-prediction

Last synced: 3 months ago
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Calculate Irradiance from ASI image

• Host: GitHub
• URL: https://github.com/orestispanago/asi-irradiance
• Owner: orestispanago
• Created: 2023-09-08T17:52:32.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-11T14:52:21.000Z (almost 2 years ago)
• Last Synced: 2025-01-30T15:49:33.876Z (5 months ago)
• Topics: all-sky-camera, asi, convolutional-neural-networks, ftp, solar-radiation, solar-radiation-prediction
• Language: Python
• Homepage:
• Size: 5.86 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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.