Update:
I have now been able to archive and delete 1 incident, but I have no idea why it only took one - because I have about 50 similar incidents.
Furtermore when I run the report CRM_ARC_SRQM_INCIDENT_CHECK and check for objects, it comes with 0 and I know that there is like 50-60 incidents.