I did this with my first few kegs, whilst I awaited the "completion" of my keezer. Worked great. Just had to turn up the CO2 a bit as it doesn't dissolve as well at higher temps. I think I ran about 25PSI in my basement for, at least, two weeks.
When I got the temp controller running, I put...