To factory reset a Smart Plug:
When you un-plug the Smart Plug and plug it back in again, then the red button will slowly flash showing that it is not connected to any network.
The Smart Plug is now in a factory reset default state, to add it back onto the system again go to the 'Doctor' on the app which is under the 'Main Menu'.