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Crowdsourcing/Winter Operations Dashboard Upgrade

Authors :
Mahlberg, Justin A.
Desai, Jairaj
Malackowski, Haydn
Li, Howell
Mathew, Jijo K.
Sakhare, Rahul Suryakant
Wells, Timothy
Bullock, Darcy M.
Mahlberg, Justin A.
Desai, Jairaj
Malackowski, Haydn
Li, Howell
Mathew, Jijo K.
Sakhare, Rahul Suryakant
Wells, Timothy
Bullock, Darcy M.
Source :
JTRP Technical Reports
Publication Year :
2023

Abstract

INDOT has recently completed the deployment of Parsons telematics-based dash-cameras, automatic vehicle locator (AVL) positions, and spreader rate monitoring across their winter operations fleet. The motivation of this study was to develop dashboards that integrate connected vehicle data into the real-time monitoring and after-action review of winter storms. Each month approximately 13 billion connected vehicle records are ingested for the state of Indiana and almost 99 billion weather data records are ingested nationwide in 15-minute intervals. This study developed techniques to utilize this connected vehicle data and weather data to monitor real-time mobility of interstates and post storm after-action assessments to identify improvement opportunities of winter operations activities. In multiple instances, these agile reviews have influenced operational changes in snow removal and maintenance around the state, leading to a marked improvement in observed mobility and safety.

Details

Database :
OAIster
Journal :
JTRP Technical Reports
Notes :
application/pdf
Publication Type :
Electronic Resource
Accession number :
edsoai.on1457911217
Document Type :
Electronic Resource