>>> The first adaptor was connected to the first PC which had the router attached to it.
I don't understand that. If the first PC connects directly to the router, it shouldn't also be connecting to a Power Adapter.
There should be a connection from one of the router's LAN ports to a Power Adapter. Any additional computers should then be able to access the local network and internet via their own Power Adapter.