To stop the service using display name, use the parameter –DisplayName.
For Example,
PS C:\> Start-Service -DisplayName "Print Spooler" -Verbose VERBOSE: Performing the operation "Start-Service" on target "Print Spooler (Spooler)".
You can also start the service with display name using,
PS C:\> Get-Service -DisplayName "Print Spooler" | Start-Service -Verbose