I've seen this problem: MY COMPUTER WON'T START, BUT FAN SPINS on many forums. I've had this problem for months. I found a solution. I have an Aliennware Area 51 2010 computer.
Solution.- I reduced the speed of the fans at start-up via an Aliennware program that lets you control the speed of the fans. That's it!