Usually, if a computer of any kind is overheating, it will actually shut down. You're saying that you're only getting beeps and no other problems. The only thing that sounds likely is the RAM you recently purchased. It's possible that is likely the issue. Run memtest to verify that the RAM is working as intended.
If you get no errors, do exactly what you think you should which is exchange it for another one.