Price Model and Bid placement - Aimlackies/Reporter GitHub Wiki

Price model is stored here: reporter > reporter_app > trading > price-model-concise.ipynb

The model is trained on past data from nordpool. Please contact nordpool for the data.

The notebook is intended to be stored alongside the data folders to be useful. API keys can be requested from relevant websites to pull csv data where applicable.

The model currently is only trained on nordpool data and makes predictions from BMRS data on load next day. Further data can be added from other sources for a more robust prediction.

Bid placement pipeline should be functional however please ensure your database is seeded correctly. This feature was broken in last demo due to issues with late database migrations and lack of past data. Successful bid placement relies on multiple functions including predictions from the pickled model alongside inputs from energy generation and prediction. Please consider unit testing them first.