This is awesome data!! Is there an API folks can use to access this data some ML testing?
Would be interested to see how production (and demand) and weather overlap.
Would be interested to see how production (and demand) and weather overlap.
On the demand side, it depends on how people heat (or cool) their home. In France, there is a lot of electrical heating and the partial dependency between temperature and demand is very well understood (and visible in the data). In countries where they rely more on gas story is different.
A good way to study these dependencies is to do load forecasting with white box models such as General Additive Models [1][2], you get the full picture of partial dependencies between your input variables and target variable.
[1] https://www.slideshare.net/cornec/adaptive-gam-12058258 [2] https://www.researchgate.net/publication/260448958_Short-Ter...
This will replace the older BMRS next year. That also has an API - https://bscdocs.elexon.co.uk/guidance-notes/bmrs-api-and-dat...