If it has a heating element then 95% that is the fault.
As the element warms up the metal expands and makes a short - Bang! the fuse pops - everything cools down and the metal contracts and when the fuse is remade it can all start over.
Will need a replacement element.
John Boehner (Rep Ohio), September 2014