I have this problem on one of the Windows 2008 R2 server:
http://www.grishbi.com/2015/01/rdp-black-screen/
Have tried all the fixed so far mentioned in blogs but that doesn't fix the problem. Only fix is a reboot of server after which it works for 3-4 days till all users face the same issue again.