The pop sound lots of times means an electrolytic capacitor blew, but you should see that as very noticeable if you look at the boards. (the top or bottom of a cylindrical shaped capacitor would be notably bulged and/or totally opened up)
Good luck with your attempts to troubleshoot/fix.
-Dave