1. Connect to your Hyper-V server.
2. Open Hyper-V Manager by clicking on Start > All Programs > Administative Tools > Hyper-V Manager
3. On the right pane, click Virtual Network Manager.
4. Select your virtual networks (for example, i want remove my Internal Network). After select, click on Remove button. Then click OK to close window.