Real-Time Detection of In-flight Aircraft Damage

Brenton Blair, Herbert K. H. Lee, Misty Davies
2017 Journal of Classification  
When there is damage to an aircraft, it is critical to be able to quickly detect and diagnose the problem so that the pilot can attempt to maintain control of the aircraft and land it safely. We develop methodology for real-time classification of flight trajectories to be able to distinguish between an undamaged aircraft and five different damage scenarios. Principal components analysis allows a lower-dimensional representation of multi-dimensional trajectory information in time. Random Forests
more » ... provide a computationally efficient approach with sufficient accuracy to be able to detect and classify the different scenarios in real-time. We demonstrate our approach by classifying realizations of a 45 degree bank angle generated from the Generic Transport Model flight simulator in collaboration with NASA.
doi:10.1007/s00357-017-9237-7 fatcat:fvcmeyz5x5dmzctkilfqe2agqq