Can't get dual monitors working.

Hello,
I just upgraded my pc and I cannot get both of my monitors to run at the same time. Each one plugged in on its own works fine however when both are hooked up at the same time it can only detect 1 of them. Any help on this would be greatly appreciated.
Thanks.