First of all, check your PE is eligible for upgrade. Fare bucket L, P, S or T. If you booked Premium Economy Lite (fare bucket R) you can't upgrade.
If you're eligible then I would keep checking every few weeks, though sometimes SQ decide to fly with the J cabin half empty (maybe saving on staff costs?). If there's not even the opportunity to waitlist at Advantage, you might be out of luck.