If you want to be sure it's the board then pull J116, J117 and J118 and if the fuse still blows it's on the board. Odds are good that it's on the board.
The circuit is quite simple. The bridge rectifier is rated for 35A and 200V. The capacitor is rated for 15,000uF but only 35V.