Printer setup for suppressed Point of Sale Receipts

Where do you configure the printer to use for the POS receipts when the print dialog gets suppressed.

We have tried creating a custom form with the printer setup done in the form designer but the Point of Sale module seems to print to any random printer instead of the one specified on the custom form.