That big one at the back is the combination relay for the blinkers, rear window defroster and and windshield wiper. I have removed mine several times without taking the fusebox cover right off. Just remove the silver ones in front of it and tilt while pulling up.

The cct board on these combination relays tend to have cold solder joints, or burns. Resolder the joints and repair any obvious burns and it should work fine.