I reckon it's a badly placed heatsink on the graphics card. Quite a common problem. Lots of manufacturers seem to be plagued with this problem. Some buyers get unlucky and get a card with a badly placed heatsink. This causes heat build up and the fans spin up to attempt to counteract the heat.