Ok. A DTR toggle resets on the hardware side. I got a Ramps-Clone from Anycubic (Trigorilla).
Is there any way to "fix" this?
Using Repetier-Server does not help, because there is no computer running all the time and Repetier-Server needs to connect on start also.