UAV fault detection methods, state-of-the-art

R Puchalski, W Giernacki - Drones, 2022 - mdpi.com
The continual expansion of the range of applications for unmanned aerial vehicles (UAVs) is
resulting in the development of more and more sophisticated systems. The greater the …

[HTML][HTML] Autonomous eVTOL: A summary of researches and challenges

S Xiang, A Xie, M Ye, X Yan, X Han, H Niu, Q Li… - Green Energy and …, 2024 - Elsevier
Due to the rising concept of advanced air mobility (AAM), electric vertical take-off and
landing (eVTOL) aircraft has become the hotspot for academic research and commercial …

Uncertainty-aware LSTM based dynamic flight fault detection for UAV actuator

K Guo, N Wang, D Liu, X Peng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Accurate fault detection for unmanned aerial vehicle (UAV) actuators is essential for
ensuring flight safety and mission completion. Without the requirement of modeling complex …

Quadratic-Kalman-filter-based sensor fault detection approach for unmanned aerial vehicles

X Han, Y Hu, A Xie, X Yan, X Wang, C Pei… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Sensors are crucial for the control of unmanned aerial vehicles (UAVs). However, sensor
faults will inevitably appear over time. Therefore, it is important to develop a sensor fault …

PADRE–A Repository for Research on Fault Detection and Isolation of Unmanned Aerial Vehicle Propellers

R Puchalski, Q Ha, W Giernacki, HAD Nguyen… - Journal of Intelligent & …, 2024 - Springer
Unmanned aerial vehicles are being used increasingly in a variety of applications. They are
more and more often operating in close proximity to people and equipment. This …

Sensor-Fault Detection, Isolation and Accommodation for Natural-Gas Pipelines Under Transient Flow

K Shaheen, A Chawla, FE Uilhoorn… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The monitoring of natural gas pipelines is highly dependent on the information provided by
different types of sensors. However, sensors are prone to faults, which results in …

Partial-Distributed Architecture for Multi-Sensor Fault Detection, Isolation and Accommodation in Hydrogen-Blended Natural Gas Pipelines

K Shaheen, A Chawla, FE Uilhoorn… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
This article investigates an innovative state estimation technique implemented within an
advanced distributed framework, aimed at reducing computational complexity while …

Design of multi-sensor fusion positioning and navigation method based on federated Kalman filter for low-speed rotorcraft of atmospheric detection

B Yu, L Chen, MFF Rahman - Journal of Physics: Conference …, 2023 - iopscience.iop.org
A rotorcraft needs to accurately sample the predetermined path at a low flight rate when
performing atmospheric sounding tasks; thus, it is particularly critical to obtain accurate …

[PDF][PDF] UAV Fault Detection Methods, State-of-the-Art, Drones, 2022, 6, 330

R Puchalski, W Giernacki - 2022 - researchgate.net
The continual expansion of the range of applications for unmanned aerial vehicles (UAVs) is
resulting in the development of more and more sophisticated systems. The greater the …

Model-based Architecture for Multi-Sensor Fault Detection, Isolation and Accommodation in Natural-Gas Pipelines

K Shaheen, A Chawla, FE Uilhoorn… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
A significant quantity of sensors distributed throughout the natural gas pipeline is
susceptible to errors. Timely diagnosis of sensor faults in such scenarios holds great …