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pvlib

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Townsend snow loss (via pvlib) + precipitation-aware soiling model using monthly climate inputs (manual-clean option); month-by-month results to support EPC yield estimates and O&M cleaning plans.

  • Updated Jul 15, 2026
  • Python

Most solar forecasters throw raw ML at the weather. This one doesn't - a clear-sky physics model + plane-of-array transposition set the baseline, and ML learns only the residual. Beats clear-sky and persistence (0.85 / 0.69 skill) on real data. Python, scikit-learn, live Streamlit demo.

  • Updated Jul 9, 2026
  • Python

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