Most common culprit on this one is the fan resistor although anything on that board that's mains powered can do it.
Easy way to pin it down - disconnect everything (external controls if fitted, pump, fan, gas valve etc) off the board, add new fuse, connect things one at a time, see which one makes it go pop.
BunSlinger, September 2008