Based on the built-in Powershell examples, this is what Microsoft suggests. Tested and verified:
To stop:
(Get-WmiObject Win32_Service -filter "name='IPEventWatcher'" -ComputerName Server01).StopService()
To start:
(Get-WmiObject Win32_Service -filter "name='IPEventWatcher'" -ComputerName Server01).StartService()