As long as sshd is listening on the new IP, I don't see why your authentication scheme (I assume key based authentication) wouldn't work on the new network segment.
We run quite a lot of T and M servers here. While we have absolutely no trouble with the M servers, the T servers are hit with hardware issues fairly often. We have replaced quite a lot of...