The inrush current of the transformers is probably the problem. Manufacturing tolerances may be the reason some of the units work and others don't.

Confirm the sizing procedure of the primary fuse, make sure you are using a time delay style. Sometimes a moderate to fully loaded transformer will have a lower inrush than a lightly loaded one.

Have you tried swapping the questionable transformer with one of the working ones?