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Matthew Bruchon's Projects

chicagoopendata icon chicagoopendata

Import and cleanup of transportation-relevant datasets from Chicago's Open Data Portal and related repositories

chicagotnpfleetmakeup icon chicagotnpfleetmakeup

String matching exercise to merge Chicago TNP vehicles with fueleconomy.gov data and estimate the fleet's age and MPG distributions.

fleetelectrification icon fleetelectrification

Optimizing fleet vehicle purchases, routing, and battery charging to minimize costs + emissions

hps icon hps

High Performance C++11 Serialization Library

lintools icon lintools

Tools for manipulating systems of linear (in)equalities

phorum_ev_2022 icon phorum_ev_2022

PJM Hourly Open-source Reduced-form Unit commitment Model (PHORUM)

ridepooling icon ridepooling

Optimizing pooled ride fleets considering costs of operations, emissions, and traffic

traveldemandsubsetting icon traveldemandsubsetting

Subsetting Chicago TNP trip data down to one representative week using unsupervised learning (partitioning around medoids with dynamic time warping distance).

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