Advanced model-based FDI (Fault Detection, Identification) challenges range from pre-design and design stages for upcoming and new programs, up to the improvement of the performance of in-service flying systems. However, today, their application to real aerospace world has remained extremely limited. The paper underlines the reasons for a widening gap between the advanced FDI methods being developed by the academic community and technological solutions demanded by the aerospace industry.