Predicting U.S. power outages with EAGLE-I data and a snow storm headed for NYC.
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Jan 27, 2026 - HTML
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eagle-i
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Forecasting county power outage ratios from weather. Weather beats persistence only past ~24h — so the model blends them at a fitted, lead-dependent weight. EAGLE-I ground truth, ECMWF IFS HRES forecasts, fully reproducible pipeline
energy research reproducible-research lightgbm weather-forecast ecmwf extreme-weather weathe open-meteo grid-resilience eagle-i power-outage-prediction data-center-resilience
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Aug 29, 2026 - Python
Weather-driven power outage & restoration forecasts for Kentucky, calibrated and tested against EAGLE-I observed outages (DSOC prototype)
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Oct 20, 2026 - Python
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