This is a prebuilt system and was not tinkered with before this problem, I narrowed the issue down to the PSU, MoBo, CPU or RAM, but I doubt that its the CPU or RAM
Yes it worked before, then I stopped using it for about 2 months and now its not working. Also it was completely unplugged during the time it was not in use