Hi Nem,
Some of them caps looked bulgy when piccied overhead, but sideways with extra salad cream -well, not so sure.
As Brian says, the main (big black thing in top middle) capacitor can be a prob, can be dry jointed to the board, but it usually pops mains fuse and PFC section when O/C.
Give us a pic from above in decent light and without the salad cream - we're hungry and easily deflected from telly mending - Chris.