Turns out the culprit was a cheap 50 cent DC power connector in my audio chain (tin plated God knows what), replaced it with a pure copper Gold plated connector, and Voila!!
DAC has its top lid screwed back on, and the Supreme is staying on for good.
This fuse will expose any chinks in the audio chain, but when you get it all figured out... the end result is just incredible.