I am not sure if that is possible. The OJS has ability to send reminder email after missing the deadline. What you can do is to use this feature, but type in negative number of weeks for the reminder. This might cause to fire the reminder email before the deadline.
But as I said, never tried and I am not sure. Just thinking.