Try this (echoing what profdlp said above).
Start> In search box type device manager
Expand Universal Serial Bus Controllers
> For each controller named USB Root Hub
, right click the listing and choose Properties
> Click on the Power management
tab> See if Allow the computer to turn off this device to save power
If so, try unchecking it and see if your PC will now keep the monitor connected.