Hi ProDave,
That's a huge gamble, assuming it's the power supply. Have you done any other checks. e.g, does it fire up if the scan boards are disconnected from the power supply, is the LED on the control board flashing, is PS-ON pin changing level when you power it on, is standby 5V present all the time the set is connected to the mains? As far as I recall, all Samsungs have a standby light.