You can test your PSU by bridging the green wire with a black wire on the 24-pin main connector. Use a paperclip or something similar. If the PSU powers up it passes. If it does not, thePSU is faulty.
Are there safety concerns with sticking a paper clip in a plugged in PSU? I see a green wire, but I also see at least 5 or six black wires :S