Turn Off Computer

Hi all, Yesterday I turned off my computer and then I pressed the psu's switch off. Today, I pressed the psu's switch on, and without pressing the case button, the computer turned on itself by a few seconds and then it turned off. After that I can turn on the computer without a problem, but I'm...