About the beeps - all the computers I'm used to using beep a few seconds after being turned on and then again as it says it is starting windows. However, there may be systems that don't do that. When I was fighting my no video problem, the fact that it beeped in a sort of a normal way gave me some confidence that the problem was a video one, not a dead system one. So no beeps sounds like a bad sign to me.
Don't worry about changing CMOS settings to default. It will be easy to reset them to what you want. If they got changed, that could be the source of your troubles. They probably are OK, but it's an easy thing to do and has been know to cure a lot of problems.
One of the things I've learned by reading these forums is that there are strong opinions on power supplies. Manufacturers can give a high max power output, but some of the voltages can be off spec at that level. Since yours has been working for a couple of years, the basic specs must be OK for your system. However, SOMETHING is now wrong, and that could be it. I have had it happen - after over 3 trouble free years, one of the voltage rails on a PSU stopped delivering the necessary power, and the computer didn't boot. The disk spun, fans spun but nothing else happened. So that is a possibility. Otherwise it would seem to have to be the video card or the motherboard or CPU. You CAN test psu voltages with a multimeter. I can't remember if the side of the supply tells the wire colors, but you're looking for +12, +5, +3.3, -5 and -12. There are a bunch of ground wires (all black, I think).
Good luck with all this.