Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems

no code implementations • 2 Aug 2022 • Linlin Li, Steven X. Ding, Ketian Liang, Zhiwen Chen, Ting Xue

The major efforts are made on the development of a control theoretic solution to the optimal fault detection problem, in which an analog concept to minimal sufficient statistic, the so-called lossless information compression, is introduced and proven for dynamic systems and fault detection specifications.

Anomaly Detection Fault Detection +1