openclimatefix / pv-solar-farm-forecasting

Forecasting for individual solar farms
MIT License
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Train OCF models on Solar Farm data #3

Open jacobbieker opened 1 year ago

jacobbieker commented 1 year ago

Train, using the new datapipe from #2, OCF models on the sites to see the performance. The starting forecast should be for the next 0 to 24 hours.

Models to use could include:

Plots should include:

peterdudfield commented 1 year ago

There might be a model from the @simlmx, but also a simple model was used in https://github.com/openclimatefix/PVItaly that could be reused

peterdudfield commented 1 year ago

Also basline lines, like always zero, and persistance, should be run also

peterdudfield commented 1 year ago

What forecast horizont are we thinking? 0 to 24 hours?

jacobbieker commented 1 year ago

0 to 24 I think is a good starting point