My first guess would be the big two section filter in the upper-right. Next, I'd replace the three axial electrolytics on the PCB.
Try to stay clear of those clear plastic metal foil caps in the middle of the board. Those are polystyrene caps which are very likely just fine and damage easily from excessive soldering iron heat.
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