Aircraft air data system fault detection and reconstruction scheme design

U Kilic, G Unal - Aircraft Engineering and Aerospace Technology, 2021 - emerald.com
Purpose The purpose of this study is to detect and reconstruct a fault in pitot probe and static
ports, which are components of the air data system in commercial aircrafts, without false …

Sensor fault detection and reconstruction system for commercial aircrafts

U Kilic, G Unal - The Aeronautical Journal, 2022 - cambridge.org
The aim morphing of this study is to detect and reconstruct a fault in angle-of-attack sensor
and pitot probes that are components in commercial aircrafts, without false alarm and no …

Adaptive strategy for fault detection, isolation and reconstruction of aircraft actuators and sensors

M Taimoor, L Aijun - Journal of Intelligent & Fuzzy Systems, 2020 - content.iospress.com
An online fault detection, isolation, and reconstruction strategy is proposed for actuators and
sensors fault detection of an aircraft. For increasing the fault detection capabilities, the …

Improved neural network-based sensor fault detection and estimation strategy for an autonomous aerial vehicle

M Ullah, C Zhao, H Maqsood, M Ul Hassan… - International Journal of …, 2023 - emerald.com
Purpose This paper aims to design an adaptive nonlinear strategy capable of timely
detection and reconstruction of faults in the attitude's sensors of an autonomous aerial …

Improved radial basis function artificial neural network and exact-time extended state observer based non-singular rapid terminal sliding-mode control of quadrotor …

M Ullah, C Zhao, H Maqsood - Aircraft Engineering and Aerospace …, 2022 - emerald.com
Purpose The purpose of this paper is to design a hybrid robust tracking controller based on
an improved radial basis function artificial neural network (IRBFANN) and a novel extended …

Novel sensor fault detection and isolation for an unmanned aerial vehicle

H Maqsood, M Taimoor, Z Ullah, N Ali… - … on Applied Sciences …, 2021 - ieeexplore.ieee.org
To avoid adverse impacts on humans and the environment and upon the system itself, early
detection and isolation of faults and failures in the flight control system are crucial. This …

Reconfiguration control design of UAV against actuator faults based on control allocation method

Y Cui, A Li, B Duan, S Wasif - International Journal of …, 2022 - Wiley Online Library
The paper concentrates on the problem of fault‐tolerant control of UAV against actuator
faults from the perspective of flight control system architecture. Using backstepping control …

An ensemble and filtering-based system for predicting educational data mining

AR Hananto, SA Rahayu… - Journal of Applied Data …, 2021 - bright-journal.org
When developing a prediction paradigm, an ensemble technique such as boosting is used.
It is built on a heuristic framework. Generally speaking, engineering ensemble learning is …

Adaptive neural-based finite-time attitude synchronization and tracking control of multiple rigid bodies under actuator faults and saturation

A Mihankhah, A Doustmohammadi - Aircraft Engineering and …, 2022 - emerald.com
Purpose The purpose of this paper, is to solve the problem of finite-time fault-tolerant attitude
synchronization and tracking control of multiple rigid bodies in presence of model …

Adaptive rapid neural observer-based sensors fault diagnosis and reconstruction of quadrotor unmanned aerial vehicle

M Taimoor, X Lu, H Maqsood, C Sheng - Aircraft Engineering and …, 2021 - emerald.com
Purpose The objective of this research is to investigate various neural network (NN)
observer techniques for sensors fault identification and diagnosis of nonlinear system in …