Explainable intelligent fault diagnosis for nonlinear dynamic systems: From unsupervised to supervised learning

H Chen, Z Liu, C Alippi, B Huang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The increased complexity and intelligence of automation systems require the development
of intelligent fault diagnosis (IFD) methodologies. By relying on the concept of a suspected …

Fault detection for nonlinear dynamic systems with consideration of modeling errors: A data-driven approach

H Chen, L Li, C Shang, B Huang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article is concerned with data-driven realization of fault detection (FD) for nonlinear
dynamic systems. In order to identify and parameterize nonlinear Hammerstein models …

Diagnostic observer design for t–s fuzzy systems: Application to real-time-weighted fault-detection approach

L Li, M Chadli, SX Ding, J Qiu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper deals with a real-time-weighted observer-based fault-detection (FD) scheme for
Takagi-Sugeno (TS) fuzzy systems. The essential idea is to develop a weighted diagnostic …

Analysis of diagnostic methods and energy of production systems drives

I Kuric, I Klačková, YR Nikitin, I Zajačko, M Císar… - Processes, 2021 - mdpi.com
This article deals with solving the urgent scientific problem of the diagnostics of drives of
technological robotized workplaces with support of sensors. The dependence of diagnostic …

A hybrid design of fault detection for nonlinear systems based on dynamic optimization

G Ran, H Chen, C Li, G Ma… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To ensure the safety of an automation system, fault detection (FD) has become an active
research topic. With the development of artificial intelligence, model-free FD strategies have …

Performance-based fault detection and fault-tolerant control for nonlinear systems with T–S fuzzy implementation

H Han, Y Yang, L Li, SX Ding - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This article addresses the performance-based fault detection (FD) and fault-tolerant control
(FTC) issues for nonlinear systems. For this purpose, in the first part of this article, the …

Switched threshold-based fault detection for switched nonlinear systems with its application to Chua's circuit system

L Tang, J Zhao - IEEE Transactions on Circuits and Systems I …, 2018 - ieeexplore.ieee.org
In this paper, the fault detection problem for a class of switched nonlinear systems with
unknown functions is solved. First, the unknown internal dynamics are approximated by the …

Neural networks-based active fault-tolerant control for a class of switched nonlinear systems with its application to RCL circuit

L Tang, D Ma, J Zhao - IEEE Transactions on Systems, Man …, 2018 - ieeexplore.ieee.org
The active fault-tolerant control (FTC) problem for a class of switched nonlinear systems is
investigated by using average dwell time method. First, an observer-based fault detection …

Distributed secure state estimation for cyber-physical systems against replay attacks via multisensor method

L Su, D Ye, XG Zhao - IEEE Systems Journal, 2021 - ieeexplore.ieee.org
This article investigates thedistributed securestate estimation problem for cyber-physical
systems under replay attacks. The main purpose is to design the distributed observers such …

H−/H∞ fault detection observer design for fractional-order singular systems in finite frequency domains

RJ Cui, JG Lu - ISA transactions, 2022 - Elsevier
This paper investigates the robust fault detection observer design problem in finite frequency
domains for fractional-order singular systems. An H−/H∞ fault detection observer for …