Development of intelligent fault-tolerant control systems with machine leaprning, deep learning, and transfer learning algorithms: A review

AA Amin, MS Iqbal, MH Shahbaz - Expert Systems with Applications, 2023 - Elsevier
Abstract Intelligent Fault-Tolerant Control (IFTC) refers to the applications of machine
learning algorithms for fault diagnosis and design of Fault-Tolerant Control (FTC). The …

A review of fault tolerant control systems: advancements and applications

AA Amin, KM Hasan - Measurement, 2019 - Elsevier
In this paper, a comprehensive state-of-the-art review of Fault Tolerant Control Systems
(FTCS) is presented with the latest advances and applications. The overall aim of an FTCS …

Deep learning techniques in intelligent fault diagnosis and prognosis for industrial systems: a review

S Qiu, X Cui, Z Ping, N Shan, Z Li, X Bao, X Xu - Sensors, 2023 - mdpi.com
Fault diagnosis and prognosis (FDP) tries to recognize and locate the faults from the
captured sensory data, and also predict their failures in advance, which can greatly help to …

[图书][B] Advanced methods for fault diagnosis and fault-tolerant control

SX Ding - 2021 - Springer
This book is the third one in my book series plan. While the first two are dedicated to model-
based and data-driven fault diagnosis respectively, this one addresses topics in both model …

Transfer learning-motivated intelligent fault diagnosis designs: A survey, insights, and perspectives

H Chen, H Luo, B Huang, B Jiang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Over the last decade, transfer learning has attracted a great deal of attention as a new
learning paradigm, based on which fault diagnosis (FD) approaches have been intensively …

A survey on active fault-tolerant control systems

A Abbaspour, S Mokhtari, A Sargolzaei, KK Yen - Electronics, 2020 - mdpi.com
Faults and failures in the system components are two main reasons for the instability and the
degradation in control performance. In recent decades, fault-tolerant control (FTC) …

[图书][B] Fault diagnosis and fault-tolerant control based on adaptive control approach

Q Shen, B Jiang, P Shi - 2017 - Springer
With the development technology, modern control systems, such as flight control systems,
become more and more complex and involve an increasing number of actuators and …

Bibliographical review on reconfigurable fault-tolerant control systems

Y Zhang, J Jiang - Annual reviews in control, 2008 - Elsevier
In this paper, a bibliographical review on reconfigurable (active) fault-tolerant control
systems (FTCS) is presented. The existing approaches to fault detection and diagnosis …

Deep learning enabled intelligent fault diagnosis: Overview and applications

L Duan, M Xie, J Wang, T Bai - Journal of Intelligent & Fuzzy …, 2018 - content.iospress.com
With movement toward complication and automation, modern machinery equipment
encounters the problems of diversity and complex origination of faults, incipient weak faults …

A review on the application of deep learning in system health management

S Khan, T Yairi - Mechanical Systems and Signal Processing, 2018 - Elsevier
Given the advancements in modern technological capabilities, having an integrated health
management and diagnostic strategy becomes an important part of a system's operational …