7 citations · 8 across the 6 of their papers we have counts for
6 papers
A general representation form of system data with feedback control and fundamental lemma as examples
Steven X. Ding, Linlin Li
This note introduces a general data representation of dynamic systems.
The system dynamics analysis, resilient and fault-tolerant control for cyber-physical systems
Linlin Li, Steven X. Ding, Liutao Zhou +2
This paper is concerned with the detection, resilient and fault-tolerant control issues for cyber-physical systems. To this end, the impairment of system dynamics caused by the def…
A study on fault diagnosis in nonlinear dynamic systems with uncertainties
Steven X. Ding, Linlin Li
In this draft, fault diagnosis in nonlinear dynamic systems is addressed. The objective of this work is to establish a framework, in which not only model-based but also data-driven…
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…
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…
Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems
Steven X. Ding, Linlin Li, Dong Zhao +2
This draft addresses issues of detecting stealthy integrity cyber-attacks on automatic control systems in the unified control and detection framework. A general form of integrity c…