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Nationwide County Level Energy Commodity Flows

This project, funded by DOE, was conducted to generate estimates of county-level flows for selected energy commodities, i.e. coal, crude petroleum, natural gas, gasoline, diesel, and fuel ethanol, by mode of transportation. 

Freight Analysis Framework

I am currently involved in developing a nationwide freight flow data for public, the Freight Analysis Framework (FAF). I use Iterative Proportional Fitting (IPF) with consideration of multi-level marginal totals. I also generate 20+ summary tables & output files in different formats automatically, connecting Matlab and Excel VBA. "The Freight Analysis Framework (FAF) produced through a partnership between BTS and FHWA, integrates data from a variety of sources to create a comprehensive picture of freight movement among states and major metropolitan areas by all modes of transportation..."

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