Reboot Windows Server 2012 using Powershell

For occasions where you employ the shutdown command, then instead of typing -s, substitute -r.

# How to Reboot Server 2012 with PowerShell
Restart-Computer

# How to Reboot with the built-in command
Shutdown -r -m \\localhost