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Adding partial failure detector model#209

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bmeyers merged 14 commits into
NatLabRockies:mainfrom
cocosrv:failure-detector
Oct 24, 2025
Merged

Adding partial failure detector model#209
bmeyers merged 14 commits into
NatLabRockies:mainfrom
cocosrv:failure-detector

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@cocosrv

@cocosrv cocosrv commented Jul 14, 2025

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This PR is implementing the anomaly detector presented as the 2025 pvsc.
Anomaly_detection_in_PV_fleet_data_via_interpretable_machine_learning.pdf

Checklist for PR authors (skip items if you don't have permissions or they are not applicable)

  • Updated or added relevant tests
  • Updated relevant documentation
  • Added relevant label(s)
  • All comments are resolved

@bmeyers bmeyers self-requested a review July 14, 2025 16:29
@bmeyers bmeyers added the enhancement New feature or request label Jul 14, 2025

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This is ready once we have passing tests

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Move standard imports (besides xgboost) back to top of file in detector_model.py

@bmeyers bmeyers merged commit 6e1e28a into NatLabRockies:main Oct 24, 2025
5 of 6 checks passed
cocosrv pushed a commit to cocosrv/solar-data-tools that referenced this pull request Nov 5, 2025
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2 participants