Maybe I assumed too much. If Ubuntu works than the issue is software. I'd check Control Panel>Power Options>Choose when to turn off the display and see if turning the display off is enabled (but usually hitting the ANY key restores).
The other possibility is a malfunctioning temperature sensor that thinks the display is overheating. Linux probably does not care. HWMONITOR from CPUID can probably give some indication of this.