In your topology, add an extension property to each node, named "static_ip" of type string with the IP address you want to use as the value. Save and restart your simulation and you now have static management IPs. You may have to make the CML user an admin, and you may need to make sure your topology properties are set correctly, specifically the "Management Network" property. The static IPs you choose need to be in the prefix defined for the Management Network chosen. See here for more details, it works, we just implemented it.
https://communities.cisco.com/community/developer/dev-vm/blog/2015/06/01/virl--static-management-ip-addresses
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