California Renewables Curtailment Study
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Updated
Mar 20, 2024 - Jupyter Notebook
California Renewables Curtailment Study
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
Pay-per-call API for sub-hourly electricity grid mix, prices & emissions — settled in USDC on Base via x402. Live demo: grid402.climatebrain.xyz
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).
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