Welcome to the Wefugees Community and thank you for reaching out to us.
Yes, there is a special airport asylum application system (“Flughafenverfahren”). Similar situations were discussed on this platform before. You may want to follow this link and please see also this website for more details.
However, don’t hesitate to get back to us with any further questions.
All the best,