To print invoice of an existing order, you need to configure your printer first. You can configure your printers from here.
Open the details of the order and locate the print button at the bottom of items list section
If the thermal printer is configured, clicking this button will print the invoice directly. If another type of printer is used, the invoice will open for printing instead.