A real-time fault diagnosis method for hypersonic air vehicle with sensor fault based on the auto temporal convolutional network

S Ai, J Song, G Cai - Aerospace Science and Technology, 2021 - Elsevier
… In this paper, a fault diagnosis problem for Hypersonic Air Vehicle (HAV) with sensor fault
is … It is demonstrated that, for typical sensor faults greater than 8.89%, the real-time fault

[HTML][HTML] Sliding mode fault tolerant control for unmanned aerial vehicle with sensor and actuator faults

J Tan, Y Fan, P Yan, C Wang, H Feng - Sensors, 2019 - mdpi.com
fault-tolerant control schemes for actuator or sensor faults. Wang [20] designed an adaptive
sliding mode passive fault… ’s failure of the elastic hypersonic vehicle model. For actuator stuck …

Sensor fault detection and accommodation using neural networks with application to a non-linear unmanned air vehicle model

I Samy, I Postlethwaite, DW Gu - Proceedings of the …, 2010 - journals.sagepub.com
… The three recognized classes of faults are actuator, process, and sensor faults [2]. The
latter fault type is considered in this article for unmanned air vehicles (UAVs). …

Fault diagnosis in air data sensors for receiver aircraft in aerial refueling

HE Sevil, A Dogan - Journal of Guidance, Control, and Dynamics, 2015 - arc.aiaa.org
… that an air-data sensor fault detection and isolation algorithm, if developed with an underlying
assumption of identical sensor … to the redundant-sensor-based fault detection and isolation …

Neural network based sensor validation scheme demonstrated on an unmanned air vehicle (UAV) model

I Samy, I Postlethwaite, D Gu - 2008 47th IEEE Conference on …, 2008 - ieeexplore.ieee.org
… However few publications consider FDI applications to unmanned air vehicles (UAV)
where full-autonomy is obligatory. In this paper we demonstrate a sensor fault detection and …

Neural-network-based flush air data sensing system demonstrated on a mini air vehicle

I Samy, I Postlethwaite, DW Gu, J Green - Journal of aircraft, 2010 - arc.aiaa.org
air data sensing system designed to estimate the air data states of a small unmanned air
vehicle … The type of fault we consider is total sensor failure. This is a catastrophic failure where …

Unmanned air vehicle air data estimation using a matrix of pressure sensors: a comparison of neural networks and look-up tables

I Samy, I Postlethwaite, DW Gu - Proceedings of the …, 2011 - journals.sagepub.com
… impractical for micro- (unmanned) air vehicles (MAVs) and, in … Sensor fault detection and
accommodation using neural networks with application to a nonlinear unmanned air vehicle

[图书][B] Fault detection and flight data measurement: Demonstrated on unmanned air vehicles using neural networks

I Samy, DW Gu - 2011 - books.google.com
… of NN-based FDI schemes for single sensor faults, comparative studies of NN-based FDI
to … of multiple sensor faults. Future work, to validate the work carried out here, is also noted. …

Subsonic tests of a flush air data sensing system applied to a fixed-wing micro air vehicle

I Samy, I Postlethwaite, D Gu - … Symposium On Unmanned Aerial Vehicles …, 2009 - Springer
… To investigate this, we artificially introduce faults in the NN testing data set Te1. The type
of fault we will consider is total sensor failure. This is a catastrophic failure where the sensor

A low-cost, redundant inertial measurement unit for unmanned air vehicles

S Sukkarieh, P Gibbens, B Grocholsky… - … Journal of Robotics …, 2000 - journals.sagepub.com
sensor to detect whether it is at fault (autonomous fault detection), it also improves navigation
accuracy since there is more information being provided by more sensors… of vehicles in the …