The tricky bit is passing in the correct parameter - the identity of the Service Instance.
The service can be found using Get-SPServiceInstance | Select TypeName, Id.
This will provide a list of the services and their corresponding Ids. You can then cut and paste the Guid into the appropriate command:
Start-SPServiceInstance -Identity <Guid>