Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding

8 code implementations • 13 Feb 2018 • Kyle Hundman, Valentino Constantinou, Christopher Laporte, Ian Colwell, Tom Soderstrom

As spacecraft send back increasing amounts of telemetry data, improved anomaly detection systems are needed to lessen the monitoring burden placed on operations engineers and reduce operational risk.

Anomaly Detection