EATX BATT Fuse Trouble

I am having problems with my EATX BATT fuse. It keeps blowing out. Any ideas as to what may be causing this? It seems to happen if I accelerate suddenly. If I baby it, it's fine. However, babying it is just not an option with me.

Any help is GREATLY appreciated.

I forgot to mention that it's an '01 Grand Caravan SE 6cyl 3.0 liter.