acer aspire e15-522

I have had an Acer E15-522 Laptop now for about close to 3 years and just about a few months ago it started randomly restarting on it's own The Bios and Everthing is up to date, I uninstalled Acer Portal the only thing I have installed is the Care Center from Acer. My Laptop is stationary...