Enhancing aerospace systems autonomy through predictive monitoring
Richard J. Doyle, Suzanne M. Sellers, David Atkinson · 27th Aerospace Sciences Meeting · 1989
The quick and reliable detection of anomalous behavior in aerospace systems is addressed. Ways to adjust nominal sensor value expectations dynamically, taking into account the changing operating context of the system, are considered. How to utilize sensors selectively, determining which subset of the available sensors to use at any given time to verify nominal operation efficiently without processing a prohibitive amount of data, is examined.