CTRE is an Iowa State University center, administered by the Institute for Transportation.

Address: 2711 S. Loop Drive, Suite 4700, Ames, IA 50010-8664

Phone: 515-294-8103
FAX: 515-294-0467

Website: www.ctre.iastate.edu/

Iowa State University--Becoming the Best

Data Driven Urban Traffic Prediction for Winter Performance Measurements

Researcher(s)

Principal investigator:

Co-principal investigator:

Project status

In progress

Start date: 08/01/14
End date: 12/31/16

Sponsor(s)/partner(s)

Sponsor(s):

About the research

Abstract:

Prediction of traffic speed drop under severe weather in an urban setting is important in measuring the performance of winter highway maintenance programs in the city. We propose to develop traffic models on urban road networks for prediction of speed drop during winter weather events. This work is built on our previous and current work on point level modeling and prediction of traffic speed drops during weather for performance evaluation in rural areas. A multivariate spatial-temporal autoregressive model will be developed to accommodate the more complex road network structure in urban environments, and weather forecasting data and global positioning system (GPS) information from snow plows will be integrated into the model to provide more accurate prediction.