[PDF][PDF] Applications of Machine Learning Techniques for Fault Diagnosis of UAVs.

LA Al-Haddad, AA Jaber - SYSTEM, 2022 - ceur-ws.org
Due to the heavy usage of Unmanned Aerial Vehicles (UAVs) and the co-evolution of
modern technologies, a crucial introduction to fault diagnosis has taken place in recent …

Vibration-based propeller fault diagnosis for multicopters

B Ghalamchi, M Mueller - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
We present a method for detecting faults in a multicopter's motor/propeller by analysis of the
vibration spectrum as measured by an onboard accelerometer. Physical damage to a …

Explainable artificial intelligence to advance structural health monitoring

D Luckey, H Fritz, D Legatiuk, JJ Peralta Abadía… - … Health Monitoring Based …, 2022 - Springer
In recent years, structural health monitoring (SHM) applications have significantly been
enhanced, driven by advancements in artificial intelligence (AI) and machine learning (ML) …

An improved method to determine basic probability assignment with interval number and its application in classification

B Qin, F Xiao - International Journal of Distributed Sensor …, 2019 - journals.sagepub.com
Due to its efficiency to handle uncertain information, Dempster–Shafer evidence theory has
become the most important tool in many information fusion systems. However, how to …

Supervised Learning Classification Applications in Fault Detection and Diagnosis: An Overview of Implementations in Unmanned Aerial Systems

M Saied, H Attieh, H Mazeh, H Shraim… - SAE International Journal …, 2022 - sae.org
Statistical machine learning classification methods have been widely used in the fault
detection analysis in several engineering domains. This motivates us to provide in this …

Contribution to condition monitoring of Silicon Carbide MOSFET based Power Module

M Hologne - 2018 - theses.hal.science
More electrical aircraft requires power modules of higher performances, especially in terms
of reliability with a control of lifetime. The replacement of hydraulic and pneumatic systems …

Discussion on classification methods for lifetime evaluation of a lab-scale SiC MOSFET power module

M Hologne-Carpentier, B Allard, G Clerc… - … Conference of the IMACS …, 2021 - Springer
This paper focuses on classification methods for evaluating the lifetime consumption (LC) of
power electronics modules. The generalization of power electronics devices introduces new …

Preliminary Study of Vibration-based Structural Health Monitoring for Multirotor Unmanned Aerial Vehicle

J Cai, M Ding, X Yan, Y Hu, A Xie, X Su… - 2022 8th International …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAV) are widely used in various areas, but most of them lack
structural health monitoring (SHM) system to evaluate the structural performance and detect …