I am modeling a system in which I have historical data for the amount of time that it takes a piece of machinery to reach a certain station, which changes depending on the travel distance, traffic, and other variable conditions. I would like to apply the statistical distributions that I have found for these travel durations to time paths, but I'm not sure what the best way to do that is.