did you check the disaster recovery procedure for ePO servers? There you can find all procedures when changing IP address and name of the ePO server:
Thank you for your input Laszlo, but I had to reload my image. This time I didn't change the host name (which was my biggest problem). Leaving the host name the same and only changing the DNS suffix, the IP address stuff, then everything worked perfectly.