Using Product configuration Path :

Inventory --> Product --> Invoice Page 

They Have Two kind of : 

1. Ordered quantity

2. Delivered Quantity

If you select Ordered Quantity than it's based on order we can raise invoice after confirm the SO

if you select Delivered quantity than it's based on based on delivered quantity we can raise invoice

So according to your requirement you select Ordered quantity Ordered quantity option.