I am not sure if this is right but worked for me:
https://www.online-tech-tips.com/computer-tips/unable-delete-network-adapter-windows-10/
UPDATE
Source: Unable to Delete Network Adapter in Windows 10?
Method 1 – Use Device Manager
The first thing you can try to do is open Device Manager (click on start and type device manager), expand Network Adapters, and then right-click on the network adapter you want to remove.
Here, you will see an option called Uninstall device. This should hopefully not be greyed out. If it is, continue to the next method. When you select uninstall device, another window will appear asking to confirm the uninstall.
You’ll also see an option to delete the driver software for the device. If you want to completely remove the network adapter, I suggest selecting this option to remove the driver also. If all goes well, you should see that the adapter has been removed from both Device Manager and the list of network adapters in Control Panel.
If you don’t see the device listed here, you can try to click on View and then Show hidden devices.
Method 2 – Delete Network Profile
We can also try to delete the network profile via the command line and then try Method 1 again. First, you have to open an elevated command prompt by clicking on Start, typing in CMD and then right-clicking on command prompt and choosing Run as Administrator.
Now type in the following command to see all wired (Ethernet) adapters:
netsh lan show profiles
If you need to remove a wireless adapter, type this command:
netsh wlan show profiles
If you get some error message about the Wired or WLAN AutoConfig service not running, then click on Start, type in services.msc, right-click on the appropriate service and choose Start.
Now when you run the command, you should see a list of profiles. In my case, I only have one profile on this computer.
Next, type in the following command, which will delete the desired interface.
netsh lan delete profile interface="InterfaceName"
Again, if it’s a wireless interface, use wlan instead of lan. The interface name is listed at the top of each heading (Profile on interface name) when you ran the show profiles command. Once the profile has been deleted, restart your computer and try Method 1 again.
Method 3 – Remove Adapter Settings via Registry
IMPORTANT
If you need to edit the registry, make sure you backup the registry first.
In addition to deleting the network profile, you can also try to remove the adapter settings via the registry. After you remove the settings, you can go back to method 1 and try to remove the adapter. To remove the settings, open the registry editor (click on Start and type in regedit.msc), and navigate to the following key:
HKEY_LOCAL_MACHINE - SYSTEM - CurrentControlSet - Services - Tcpip - Parameters - Interfaces
You’ll see several items listed with a long series of random numbers. If you click on each one, you’ll see the IP address that is assigned to that network adapter.
You can confirm which network adapter corresponds to that registry key by opening a command prompt (Start and type cmd) and typing in ipconfig.
As you can see, Ethernet adapter is the one that has an IP address of 192.168.1.233. So you would delete the key under Interfaces that starts with {73123f2a-ad10-4f4b-900e…}. If you click on a different interface, one of them will have the IP 192.168.247.1, which corresponds to the VMWare Network Adapter on the computer. Again, this only deletes the settings for the adapter, not the adapter itself. Restart the computer and try Method 1 again.
For further information please referto the following link:
https://www.online-tech-tips.com/computer-tips/unable-delete-network-adapter-windows-10/