pjm

Python based data collection tool which currently supports PJM but will eventually cover everyone else....

Day-Ahead Market (one day forward) INC, DEC and Up-To Xml files

Build live dashboards on real-time energy, weather and property data — the Next.js front end and workspace for the Dryos data marketplace.

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.

Real-time LMP price forecasting dashboard for Nine Mile Point nuclear node — PJM Data Miner API, SQLite, scikit-learn, Streamlit

Developer-perspective NPV model for PJM data center siting with policy risk and carbon pricing. Companion to lambcast.net work on AI infrastructure.

Real-time LMP prices across NYISO, PJM, CAISO, and SPP - Bloomberg terminal for energy

Kaggle Kernel analysis for Time series data for US Energy hourly data .

A Data Engineering workflow to assess ComEd (Northern Illinois) readiness for hyperscaler growth using Prefect, dbt and Grafana

Functions to download electricity data

PJM energy market analytics and forecasting workflow with load forecasting, day-ahead LMP prediction, spike-risk modeling, Snowflake integration, and a Streamlit dashboard.

Learning-first walkthrough of classical state-space time-series modelling on hourly PJM electricity load: Kalman filter (from scratch) + Ornstein-Uhlenbeck residual + LightGBM overlay.

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.

First-pass GIS land screen: which PJM gas plants have room nearby for a new data center + solar (with gas as 5/10/20% backup). Interactive map. Adapted from Energy Institute at Haas WP356.

Automated FERC Order 2023 Grid Queue & Substation Interconnection Modeling Engine. Sub-second certified inverter stability eliminating + synchronous condenser mandates.

The ICARUS Data Center Dataset provides a structured and extensible framework for analyzing how data center infrastructure and operations impact regional power dynamics, electricity pricing, and grid load.

County-level accountability for the data center electricity cost fight - a versioned ETL where every assumption is a toggle. Reproduces both sides of the PJM/EPRI dispute on one dataset.

Free, open-source TypeScript/JavaScript client for US ISO/RTO energy data. No API key required.

Live nodal LMP price map across US ISOs

Search generator interconnection queue projects across US ISOs/RTOs - the public list of power projects waiting to connect to the grid.