Create a PV data transform which resamples PV power data

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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Create a PV data transform which resamples PV power data #27

Closed JackKelly closed 2 years ago

JackKelly commented 2 years ago

Create a PV data transform which resamples PV power data to, say, 15 minutely using a rolling mean. Optionally only resample the history and/or future PV data. Make sure it handles the start and end of the timeseries correctly.

JackKelly commented 2 years ago

Seems to be working!

With smoothing:

Without smoothing: