Fault detection on manifolds of nonlinear dynamical systems with dual autoencoders

Bulut Kuşkonmaz, Szymon Greś, Rafał Wiśniewski

Autoencoders are commonly used for unsupervised data-driven fault detection in nonlinear dynamical systems. Despite their widespread success and often favorable performance compare…