Anything specific you are doing when this happens?
Could be your GPU is shutting down or Windows is cutting off your GPU (I had that issue recently).
I know you said "montorS" but I just want to check that it is multiple monitors and they shut off at the same time?
How many sticks of RAM do you use? May want to try using one at a time and see if the problem persists while doing that.