Shaun,
Depending on the load your pre-amp presents, you might find the SB would "burn-in" a bit quicker if you put together a couple of RCA males with 10K resistors across the + and ground. This will cause a bit more current to flow through all the caps. Maybe you have a CD with some "burn-in" tracks on it. I would rip that to flac and keep the SB on repeat that same track for as long as possible with the load resistors across the RCAs. Keep the volume on maximum.
Also keep the display on the brightest setting, as that also requires more current to run through the PS caps.