DC Motor drawing too many Amps
DC motor current ratings are occasionally specified as their no-load current draw. 

I would assume that the motor will draw considerably more power when it's starting, or if it's heavily loaded. 

What kind of fuse is it blowing? If it's a fast-blow fuse, I would expect it to fail every time the motor starts.