OK, I replaced the 4 caps on the power board and that went pretty well.
I also noticed a cap on the control/display board had a little bulge on the end too. I found that locally and replaced it (a 1000 uf, 16 volt, 105 degrees cap with one rated 1000 uf, 25 volt, 105 degrees), thinking that...