openclimatefix / openclimatefix/ocf-data-sampler

NL: Add PV history from all regions for regional model

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ocf-internal
Dominant language
Python
Stars
20
Forks
43
PR merge metrics
No merged PRs in 30d

Description

For the site pipeline, we currently only supply PV history for the site being predicted. If the live PV data quality is reliable (like NL seems to be), we can potentially get a lot of value from knowing what's been happening to the other sites in the last couple of hours.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No file, test, or entry point is named. Start by tracing the site pipeline and how PV history is sampled for the predicted site, then identify where regional-site data could enter. Done means the NL regional model can receive recent PV history from all relevant regions, with tests or validation covering the resulting samples.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
data, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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