I find it in Hamilton book as well
I think you have to read it carefully
it is a DF regression model
one of the key null hypothesis, true process, is the coefficient of time t is zero.
After estimation, the a*t term, a is expected to be zero
this is a test regression model, experts just add the time trend to enhence their results