If you want to remove the Volume Groups then go to Console and enter CTRL + ALT + X then select Delete content of units. But if you want to remove the Logical Volume then you can do this from the GUI just make sure that there are no running tasks associated with the Logical volume. This is if you have no data on the Volume Group and you wish to remove this permanently.