I found some hints here: Can i merge 2 new WP_Query($variable) ‘s?
So i created two separate queries and merged them into a new array:
$wp_query = new WP_Query();
$wp_query->posts = array_merge( $query1->posts, $query2->posts );
foreach($wp_query->posts as $post) :
setup_postdata( $post );
And then the usual stuff.