When using remote desktop into a Windows 7 machine, the start menu changes to have the options Log off, Disconnect and Lock. Sometimes doing a restart/reboot of the machine is necessary. To restart the system, launch a command prompt in administrator mode and issue the following command:
shutdown /r /f
issuing shutdown /? will display the entire list of command-line options: