Yes, Peter Kürten was married. He married an alcoholic named Minna Steger in 1899. However, he was not faithful to her and had affairs with many other women. He also had a violent temper and would often beat Minna.
The Twisted Path of Peter Kürten: An Engrossing Quiz on the German Serial Killer