Live dashboard of California's power grid that forecasts tomorrow's demand, solar and wind every morning and grades itself in public against CAISO's own forecast. Python, PostgreSQL, scikit-learn, Plotly Dash.
Free, open-source Python library for US ISO/RTO energy data (CAISO, ERCOT, MISO, NYISO, ISONE, SPP, PJM) - no API key required. Alternative to gridstatus.
Empirical measurement of the dispatchability premium — the dollar value markets pay for generators that can be turned on and off. CAISO DAM data, no funds, fully reproducible.
Home Assistant integration (HACS) for California ISO grid data: grid status, demand, reserves, supply mix, CO2 and a carbon intensity index
AI audit system for CAISO day-ahead forecast reliability using DOE/EIA hourly grid data.
Nodal screening of 4-hour battery storage arbitrage in CAISO, validated against published market benchmarks
A script to pull Ancillary Service (AS) prices from the CAISO OASIS API. These are California electricity prices.
CAISO BESS arbitrage: LightGBM dispatch adds +$820K/yr (100 MW battery) over persistence on 1-year held-out test (81% of ceiling).
Trust-first CAISO energy-market research API with official-source routing, provenance, and controlled web fallback.
Day-ahead CAISO load & price forecaster, benchmarked against the grid operator's own forecast, with a live daily-graded track record
AI-powered CAISO congestion intelligence map with constraint/contingency visualization, source/sink logic, trader drivers, and outage-sensitivity explanations.
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