LocationGeneralizer: Convert Location Data into Generic Location Descriptions
Converts detailed mobile device location data into generic descriptions for research without revealing personal information, particularly for electric vehicle behavior analysis.
Technology No. CW-21-16
This software converts detailed location history data from mobile
devices into generic location descriptions. The purpose is to
provide useful information to researchers without revealing
personally identifiable information. The software is designed for
trigger-based data on parked locations and dwell times of
automobiles. It is being used by the Idaho National Laboratory
(INL) to analyze data from consumer electric vehicles (EVs) in the
project "EV Project 2.0 - Charging into the New Decade," sponsored
by the U.S. Department of Energy. INL needs generalized data on
vehicle location since automakers cannot share specific GPS
coordinates to protect privacy. The software allows automakers to
provide general location descriptions to INL. INL will use this
data, along with other parameters provided by automakers, to
analyze EV driver behavior in relation to charging locations and
times. This will help optimize charging infrastructure and model
electric vehicle demand. The software is specifically developed for
the automakers partnering with INL in this project.
This software is open source and available at no cost. Download now by visiting the product's GitHub page.
This software is open source and available at no cost. Download now by visiting the product's GitHub page.