Based on vehicle driving simulator experiments,the autoregressive model predicting the operation speed on the acceleration and deceleration lane was developed under atrocious weather condition.The model can be used to make the safe operation speed of the expressway for traffic control.The study results are applied to the Hangzhou Bay Bridge.