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 …

Fault diagnosis and self-healing for smart manufacturing: a review

J Aldrini, I Chihi, L Sidhom - Journal of Intelligent Manufacturing, 2023 - Springer
Manufacturing systems are becoming more sophisticated and expensive, particularly with
the development of the intelligent industry. The complexity of the architecture and concept of …

A review of anti-surge control systems of compressors and advanced fault-tolerant control techniques for integration perspective

T Alsuwian, AA Amin, MS Iqbal, MT Maqsood - Heliyon, 2023 - cell.com
In this review paper, the anti-surge control (ASC) of the compressors and fault-tolerant
control (FTC) systems are described from the perspective of integration for reliability …

Neural network-based sensor fault estimation and active fault-tolerant control for uncertain nonlinear systems

W Shabbir, L Aijun, C Yuwei - Journal of the Franklin Institute, 2023 - Elsevier
In this work, we developed a novel active fault-tolerant control (FTC) design scheme for a
class of nonlinear dynamic systems subjected simultaneously to modelling imperfections …

Design of a hybrid fault-tolerant control system for air–fuel ratio control of internal combustion engines using genetic algorithm and higher-order sliding mode control

T Alsuwian, M Tayyeb, AA Amin, MB Qadir, S Almasabi… - Energies, 2022 - mdpi.com
Fault-tolerant control systems (FTCS) are used in safety and critical applications to improve
reliability and availability for sustained operation in fault situations. These systems may be …

Multiple fault detection and isolation using artificial neural networks in sensors of an internal combustion engine

M Cervantes-Bobadilla, J García-Morales… - … Applications of Artificial …, 2023 - Elsevier
Technology advances rapidly in vehicles with internal combustion engines; therefore,
detecting vehicles' faults becomes more complex, primarily due to the increased usage of …

Fault detection and fault-tolerant control of autonomous steering system for intelligent vehicles combining Bi-LSTM and SPRT

S He, X Xu, J Xie, F Wang, Z Liu, F Zhao - Measurement, 2023 - Elsevier
To solve the issues of low performance and low reliability of autonomous steering systems in
intelligent vehicles, this paper proposes a novel fault detection and fault tolerance control …

Hybrid fault-tolerant control for air-fuel ratio control system of internal combustion engine using fuzzy logic and super-twisting sliding mode control techniques

T Alsuwian, U Riaz, AA Amin, MB Qadir, S Almasabi… - Energies, 2022 - mdpi.com
Safety and critical applications employ fault-tolerant control systems (FTCS) to increase
reliability and availability in the event of a failure of critical components. Process facilities …

Design of active fault-tolerant control system for Air-fuel ratio control of internal combustion engines using fuzzy logic controller

U Riaz, AA Amin, M Tayyeb - Science Progress, 2022 - journals.sagepub.com
Background: Fault-Tolerant Control Systems (FTCS) are used in critical and safety
applications to improve performance and stability despite failure modes. As a result, costly …

Design of Active Fault-Tolerant Control System for Air-Fuel Ratio control of Internal Combustion engine using nonlinear regression-based observer model

T Alsuwian, AA Amin, MS Iqbal, MB Qadir, S Almasabi… - PLoS …, 2022 - journals.plos.org
Internal Combustion (IC) engines are prevalent in the process sector, and maintaining
sufficient Air-Fuel Ratio (AFR) regulation in their fuel system is crucial for enhanced engine …