News for hackers. Stuff that matters.
Re:EU electricity production by country and source by Simon_O_Rourke on Sunday November 06, 2022 @04:53AM (#33490895)
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.

Re:EU electricity production by country and source by c-fe on Sunday November 06, 2022 @05:10AM (#33491003)
entsoe has an API but its horrible XML code. I tried to work with it but just gave up at some point, too painful. I would recommend entsoe_py if you are using python, its pandas-based and does not contain all entsoe functionality but much more pleasant to work with
Re:EU electricity production by country and source by hokkos on Sunday November 06, 2022 @07:55AM (#33492058)
Just use the csv data, way simpler.
Re:EU electricity production by country and source by c-fe on Wednesday November 09, 2022 @10:57AM (#33533440)
I generally agree, but for some of the data you need to download one csv file per month (or at least i could not avoid that) and at than point it becomes easier to use the api
Re:EU electricity production by country and source by skagenpilot on Sunday November 06, 2022 @06:19AM (#33491419)
On the production side, renewable production is fully influenced by weather and this influences also the other means of production as renewables have "priority" on the grid.

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...

Re:EU electricity production by country and source by braamble on Monday November 07, 2022 @07:29AM (#33504957)
For UK data, take a look at Elexon's Insights Solution, it has an API that supports XML, JSON and CSV. https://developer.data.elexon.co.uk/

This will replace the older BMRS next year. That also has an API - https://bscdocs.elexon.co.uk/guidance-notes/bmrs-api-and-dat...