Online Decision Making for Trading Wind Energy

online-ml / river

🌊 Online machine learning in Python

https://riverml.xyz

BSD 3-Clause "New" or "Revised" License

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Online Decision Making for Trading Wind Energy #1434

Open MaxHalford opened 1 year ago

MaxHalford commented 1 year ago

Reproducing this paper would provide a lot of learnings. In particular, it would open the door to real-time stock trading via online optimization.
The authors use energy prices from Nordic countries available here

robme-l commented 1 year ago

@MaxHalford I would be interested in diving through this. What exactly are you looking for from exploring this paper? Meaning, should I try to write out a basic ONLV class (as described by the paper) that could be later adapted into the RiverML library?

MaxHalford commented 1 year ago

I think it's a bit premature to say what could/should be added to River. I think it's worth exploring this paper and trying to reimplement. Afterwards you'll be able to tell what could be added to River.