Project information

• Reserach: Graduate Reserach Project
• Sponser: ODOT & Oklahoma University
• Project date: 05 May, 2020
• Project URL: Reserach Paper Link

A research paper, conducting a reseach on the surface temperature of the roads. I conducted Machine learning models to predict the temeparture in the next 24 hours using API that parse historical data from our stations on the roads plus the forecasted data by the Global Forecting Model. I was able to preidct the road conditions in the next 24 hours at a low rmse of 1.2. This model helps the state to treat roads before a freezing level temperature hit the roads casuing violent accidents