These Biddeford electric blankets have a fuse and a white thermal fuse. The thermal fuse is often what fails. Simple replace it with one from amazon, part number SM110A1 for one that will take a little more heat before it blows.
Images are at this link (I can't post full URL, so copy and paste)...