Hello. First and foremost, do not start changing boards for nothing on a tv this old.
There is two issues this could be:
A defective lamp or a defective color wheel. It can also be a fan. I suggest first removing your lamp, and checking for any irregularity, such as fumes, burns, or glass in the lamp itself.
The power supplies have never gone out in the dozens of DLP samsung TV's I've seen.