I have the same model whirlpool dryer and same problem. (it tumbles but no heats)
But it has another symptom. Last time it was working, (still has heat) the dryer just won't stop. It runs for 2 hrs. My wife has to manually stop it by open the door. Since then, there is no heat coming out.
Any idea ?