This happened to me on more than one PC. When reinstalling Windows it first loads up the BIOS and then goes past the basic installer prompt asking you to hit any key.
After that you would expect a basic blue installer, yet it's blank. Sometimes, after waiting for a long time, the video comes back on while in the middle of the installation process.
However, some machines never have video, even though the OS gets installed.