I once had this problem with a car. it wasn't an explorer, or even a ford. but it turned out that a relay went bad, in addition to a couple of fuses.
when it comes to fuses, it would be a good idea to get a fuse tester. they are cheap. sometimes a fuse will appear to be functional, when its...