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 novel balanced Aquila optimizer using random learning and Nelder–Mead simplex search mechanisms for air–fuel ratio system control

S Ekinci, D Izci, L Abualigah - Journal of the Brazilian Society of …, 2023 - Springer
An air–fuel ratio system has a crucial role in helping protect the environment from the
harmful emissions of the lean combustion spark-ignition engines and regulating fuel …

An elite approach to re-design Aquila optimizer for efficient AFR system control

D Izci, S Ekinci, AG Hussien - Plos one, 2023 - journals.plos.org
Controlling the air-fuel ratio system (AFR) in lean combustion spark-ignition engines is
crucial for mitigating emissions and addressing climate change. In this regard, this study …

Design of hybrid fault-tolerant control system for air-fuel ratio control of internal combustion engines using artificial neural network and sliding mode control against …

MH Shahbaz, AA Amin - Advances in Mechanical …, 2023 - journals.sagepub.com
This paper proposes a novel hybrid fault-tolerant control system (HFTCS) with dedicated
non-linear controllers: artificial neural network (ANN) and sliding mode control (SMC) for …

Performance-guaranteed adaptive switching fault-tolerant control of steer-by-wire system considering actuator fault and load disturbance

K Xu, X Zhou, W Zhao, C Wang, Z Luan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In order to meet the requirement of a higher safety level for the steer-by-wire system, this
article proposes a dual-motor steer-by-wire (DMSBW) system to realize its safety …

Event-triggered adaptive fuzzy switching fault-tolerant control of dual-motor steer-by-wire system considering load fluctuation and limited communication bandwidth

K Xu, C Wang, W Zhao, Z Luan, W Liang… - … on Fuzzy Systems, 2024 - ieeexplore.ieee.org
In order to promote the safety redundancy of steer-by-wire system, a dual-motor steer-by-
wire (DMSBW) system is designed in this paper. However, when one of the steering motors …

An autonomous vehicle stability control using active fault-tolerant control based on a fuzzy neural network

T Alsuwian, MH Usman, AA Amin - Electronics, 2022 - mdpi.com
Due to instability issues in autonomous vehicles, the risk of danger is increasing rapidly.
These problems arise due to unwanted faults in the sensor or the actuator, which decrease …

Design of Advanced Fault-Tolerant Control System for Three-Phase Matrix Converter Using Artificial Neural Networks

F Ahmad, T Alsuwian, AA Amin, M Adnan… - IEEE Access, 2023 - ieeexplore.ieee.org
The Matrix converters (MCs) are widely used in a large number of applications such as
Aircraft, Submarines, and AC drives. In these applications, because of the many chances of …

[HTML][HTML] Assessment of fuel management clusters in the development of a driving behavior control system model using lookup table mapping to improve fuel savings

S Munahar, A Triwiyatno, JD Setiawan, M Munadi - Results in Engineering, 2023 - Elsevier
Vehicle technology development to help reduce global energy consumption and prevent
global warming has been the focus of attention. Therefore, engine development has focused …

Sensor fault‐tolerant control for an internal combustion engine

RF Escobar‐Jiménez… - … Journal of Adaptive …, 2024 - Wiley Online Library
This research presents the design of a fault‐tolerant system based on a dual extended
Kalman filter (DEKF) and a bank of two high‐gain observers to ensure the continuous …