Extract data from ISOs and other energy grid sources

The City Energy Analyst (CEA) is an open-source urban building energy modeling (UBEM) platform and computation tool for the design of low-carbon and highly efficient cities.

Tools for producing high-quality hourly generation and emissions data for U.S. electric grids

Access data, statistics, and visualizations for New York's electricity grid.

Open model and data for SWITCH-China, modeling the world's largest power system

Demand Response Analysis Framework (DRAF)

This is a repository for cloud adoption tutorials oriented to power system practitioners

What does it take to decarbonize your state?

Co-optimization model of power systems and hydrogen systems with option to run MGA

Website (startpage and map)

The EnviroGas app and database are being designed to track and monitor CO2 and methane emissions in the oil and gas sector.

Northwestern University Freight Rail Infrastructure & Energy Network Decarbonization (NUFRIEND) Framework

Case studies of the draf demo paper

Backend source code to produce geospatial data layers for the MCSC's Geospatial Trucking Industry Decarbonization Explorer (Geo-TIDE)

Slides from my presentation at the Liberi Oltre event in Venice.

A python version of the NYgrid model.

Capacity expansion model of different U.S. Power systems (Eastern Interconnection, Western Interconnection, ERCOT)

This Hitachi AI research project aims to design an automated agentic application for carbon footprint management, handling tasks like data model extraction, footprint calculation, and decarbonization tracking, etc.

Interactive Streamlit app to evaluate ship fuel mixes against FuelEU Maritime targets, model EU ETS coverage/phase-in and costs, explore mitigation (pooling, bio/RFNBO, replacement), visualize trends, and export configurable PDF reports.

An improved sustainability portfolio