Implement alternative to clearsky model (Bayesian model)
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type: enhancement
- Dominant language
- Python
- Stars
- 402
- Forks
- 134
- PR merge metrics
- No merged PRs in 30d
Description
Suggested by @FabianHofmann during our recent work on the FOSS paper.
Implement an alternative to the currently used clearsky model based on Bayesian statistics.
Detailed Description
n/a
Context
Relevance/Importance = ?
Possible Implementation
Reference:
Philippe Lauret, John Boland, Barbara Ridley,
Bayesian statistical analysis applied to solar radiation modelling,
2013,
https://doi.org/10.1016/j.renene.2012.01.049.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the currently used clearsky model in the atlite codebase and understanding its inputs and outputs. Read the referenced paper by Lauret, Boland, and Ridley, then define the Bayesian alternative's scope and acceptance criteria before implementing and testing it.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100