What is the amp rating on your 12v rail? You will want at least an 18amp rating from your PSU. Better yet, get a PSU with two 12v rails.
This shows you an example of the sticker on most PSUs
indicating the amp ratings on each rail. The one from this exampmle has a 34amp rating which is insane, again just an example.