Probabilistic grid-risk decision support with tail-risk analysis, calibration gates, and explicit data/model provenance.
Materials of WiDS Texas 2021 Hackathon
Python based data collection tool which currently supports PJM but will eventually cover everyone else....
Tiny fully-typed python client for the ERCOT Public API
Radiative surface energy balance: coatings, outdoor batteries dispatched on real ERCOT prices, and spacecraft radiators
DCPI (Data Center Power Index): a daily score of where data centers can get grid power, across 300+ markets. Live power-grid, energy, queue, fiber, gas & M&A data for AI agents: 94 tools, global facility map, 1,800+ tracked M&A deals. Capacity to buy or lease via source_capacity. Remote MCP at dchub.cloud/mcp. Query & cite (CC-BY-4.0).
Every AI decision in Texas and the source behind it.
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.
ERCOT plan comparison demo: simulate electricity bill costs from 15-minute usage and weather scenarios, then rank plans (MVP, extensible lakehouse roadmap).
End-to-end ERCOT battery trading system: LightGBM price forecasting feeding a MILP dispatch optimizer, backtested to 70% of the perfect-foresight arbitrage ceiling.
PowerConnection.AI applications — energy sales and customer portal
Keeps a home-battery fleet's grid commitment when devices fail, priced on real ERCOT data. Human-approved recovery. Base Power x AITX Hackathon 2026
Open battery-storage environment for the post-RTC+B ERCOT market: real-time and day-ahead (two-settlement), exact upper bounds, reproducible baselines.
Multi-agent RAG system using LangGraph over ERCOT protocols with retrieval optimization, memory, and web fallback.
SagAtlas: one voltage sag, every grid's verdict. Data-center ride-through rules of eight grid operators (ERCOT, SPP, PJM, CAISO, AESO, IESO, Energinet, SONI) compared, with status.
UQ metrics for wind time series and surrogate models that map them to calibrated plant-level wind power uncertainty, including at plants without measurements (framework, synthetic examples and a public-data case study)
Free, open-source TypeScript/JavaScript client for US ISO/RTO energy data. No API key required.
InfraMap Pro's MCP server: US power plants, ISO node prices, generation, ownership and emissions for Claude, ChatGPT and Cursor
ERCOT BESS arbitrage: LightGBM dispatch adds +$2.6M/yr (100 MW battery) over persistence on 2-year held-out test (77% of ceiling).
To associate your repository with the ercot topic, visit your repo's landing page and select "manage topics."