Current Integration does not offer option to update IP address. an IP change requires reinstall and all prior data is lost
You should be able to change it in the config files in the hidden .storage
directory.
In general it’s advised to give your devices a fixed IP address.
Btw, vote for your own request
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This is in the "core.config_entries" file in the .storage directory for me.
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