choose the kp, Ki and Kd small enough to achieve slower changes, right?
Shorter sampling time equates to higher Kp / Ki but lower Kd.
I think your original idea makes a lot more sense. For a slow moving system like yours, it makes more sense to have longer sampling time. If I were you, I would implement your own PID algorithm and being done with that.