California Renewables Curtailment Study
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Updated
Mar 20, 2024 - Jupyter Notebook
California Renewables Curtailment Study
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.
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.
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
Free, open-source TypeScript/JavaScript client for US ISO/RTO energy data. No API key required.
Real-time LMP prices across NYISO, PJM, CAISO, and SPP - Bloomberg terminal for energy
Live nodal LMP price map across US ISOs
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.
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).
Pay-per-call API for sub-hourly electricity grid mix, prices & emissions — settled in USDC on Base via x402. Live demo: grid402.climatebrain.xyz
Daily solar and wind curtailment across US ISOs - CAISO, ERCOT. Open source.
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