So I have reseated my GPU, CPU and Ram, checked all power cables, display cables everything inside my PC and used different DP on my GPU and it's still happening, plugging my monitor into my motherboard means I use the onboard graphics and there's not really a game I can sit and play for 8+ hours to check if it may do it again so I'm kind of at a loss.
The monitor did seem to actually power down though rather then go idle but I'd again have to double check as I wasn't quite quick enough. Feeling quite down about it all to be honest though my thought is that it must be my monitor because my secondary monitor is staying powered on and if it were anything hardware wise surely it would make most sense for both monitors to go idle at the same time?