Plot timeseries of multiple nearby PV systems

openclimatefix / power_perceiver

Machine learning experiments using the Perceiver IO model to forecast the electricity system (starting with solar)

MIT License

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Closed JackKelly closed 2 years ago

JackKelly commented 2 years ago

Like this plot, but select geographically nearby PV systems:

JackKelly commented 2 years ago

Here's PV data for 11 nearby PV systems:

(The thick blue line is a PV system I picked manually because it has interesting shading issues (pv system 2766 in the Passiv dataset). Code is here: https://github.com/openclimatefix/power_perceiver/blob/main/notebooks/2022-02-28_predict_pv_using_pvlib/predict_pv_using_pvlib.ipynb

And here's the same data, but with the 10 nearby PV systems given an hourly rolling mean:

The target PV system is in red. The nearby systems are in yellow: