openclimatefix / predict_pv_yield

Using optical flow & machine learning to predict PV yield

MIT License

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Issue/51 gsp power #86

Closed peterdudfield closed 3 years ago

peterdudfield commented 3 years ago

Pull Request

Description

Adjust code to predict gsp_power (and option to predict pv output)
Add convolution layers on NWP data

Does not cover

85
84

Fixes issue #51

How Has This Been Tested?

Unittest have been adapted and added
experiments
1. https://app.neptune.ai/o/OpenClimateFix/org/predict-pv-yield/e/PRED-283/charts
1. https://app.neptune.ai/o/OpenClimateFix/org/predict-pv-yield/e/PRED-314/charts
1. https://app.neptune.ai/o/OpenClimateFix/org/predict-pv-yield/e/PRED-320/charts
[ ] No
[x] Yes

Checklist:

[x] My code follows OCF's coding style guidelines
[x] I have performed a self-review of my own code
[ ] I have made corresponding changes to the documentation
[x] I have added tests that prove my fix is effective or that my feature works
[x] I have checked my code and corrected any misspellings