shut down repeteadly

Something very annoying and worrying is that when I turn on my PC it turn off and on again until it finally gets started. I always worry about keeping my PC clean, free of dust. This occurs only (and not always) during power up. CPU: Intel Core i7 4790. Motherboard: Gigabyte Z97 Sniper. RAM...