Try o remove everything connected from the motherboard (memory, hard disk, power supply, processor etc) and try to clean everything with a paint brush. Try to clean also your motherboard (try to use blower fan with a paint brush). Just want to ask this. Is their any bloated capacitor in your motherboard? if yes, then it might be the problem. Also clean your memory with an eraser. I've been encountering this kind of problem several times and it most of it the solution is cleaning of the entire computer hardware.
If after cleaning you encounter same problem, try to install your new PSU, if same problme you encounter again then try to change your memory, remove your HDD and other connected in your motherboard. try to connect only the basic like processor, memory (others try to remove) and give it a try. If same problem you encounter then it might me the motherboard or processor. Good luck.