I can look on the printer screen and get the address. I would be near the machines I just don't want to put in everything using a couple buttons.

When I used Tiny DHCP I set it to only give out one address then the printer always got the same address so that might be easier than the local link address method. I will have to play with the server you linked and see what method is easier.
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Matt