36 citations · 51 across the 8 of their papers we have counts for
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eess.SY2022★ 7 cited
Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems
Linlin Li, Steven X. Ding, Ketian Liang +2
This paper is dedicated to control theoretically explainable application of autoencoders to optimal fault detection in nonlinear dynamic systems. Autoencoder-based learning is a st…
eess.SY2022★ 1 cited
An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods
Steven X. Ding, Linlin Li, Tianyu Liu
In this paper, we propose a new paradigm of fault diagnosis in dynamic systems as an alternative to the well-established observer-based framework. The basic idea behind this work i…