I am not qualified or experienced to offer this answer but I guess the heating element to be the culprit.
When it reaches its hottest temperature your damaged element may expand enough to touch the outer casing - a short to earth causes the trip. I imagine the element being at its hottest during the drying cycle.
Others might give a better answer.
Good luck...
Mr Carson, September 2014