openclimatefix / openclimatefix/pvnet

Allow flexibility for sun features

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#376 3 comments 0 reactions 0 assignees View on GitHub

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bug ocf-internal
Dominant language
Python
Stars
60
Forks
50
Avg merge
1d 21h
Merged PRs (30d)
2

Description

We have decoupled sun position from target in ocf-data-sampler, but the model creates sun shapes based on default history parameters in the model config and GSP resolution, we should add flexibility to allow it to match input data.

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

Start by tracing how ocf-data-sampler input data reaches the model's sun-position features, then inspect the model configuration and GSP-resolution handling. Done means sun shapes can be configured or derived flexibly enough to match the input data instead of relying on default history parameters.

Written by the indexing model from the issue text.

Assessment

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

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