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.
California Renewables Curtailment Study
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.
Build live dashboards on real-time energy, weather and property data — the Next.js front end and workspace for the Dryos data marketplace.
Home Assistant integration (HACS) for California ISO grid data: grid status, demand, reserves, supply mix, CO2 and load-shifting signals
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.
A dashboard displaying prices and prices spreads for Mid-Columbia and Northern California price nodes. Includes the ability to choose a time period within 2019-2021
Bayesian and statistical modeling of regional energy load using public ISO data. Explores seasonal patterns, cross-sectional hierarchies, and probabilistic forecasting across hourly and daily resolution.
Research prototype for CAISO SP15/NP15 Day-Ahead price-intelligence interface design, vintage-correct methodology, and illustrative scenario visualization. No live forecasts or validated performance are included.
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
Free, open-source TypeScript/JavaScript client for US ISO/RTO energy data. No API key required.
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).
End-to-End MLOps & Agentic AI: Forecasting CAISO grid load with PyTorch TFT, FastAPI, and an autonomous LangChain/Gemini dispatcher co-pilot.
Daily solar and wind curtailment across US ISOs - CAISO, ERCOT. Open source.
Free, open-source screening tool that turns CAISO interconnection filings into one page per interconnection point. Every figure traces to a public filing.
AI-powered CAISO congestion intelligence map with constraint/contingency visualization, source/sink logic, trader drivers, and outage-sensitivity explanations.
Live nodal LMP price map across US ISOs
Real-time LMP prices across NYISO, PJM, CAISO, and SPP - Bloomberg terminal for energy
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