[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 …
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 …
vibration spectrum as measured by an onboard accelerometer. Physical damage to a …
Explainable artificial intelligence to advance structural health monitoring
In recent years, structural health monitoring (SHM) applications have significantly been
enhanced, driven by advancements in artificial intelligence (AI) and machine learning (ML) …
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 …
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
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 …
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 …
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
This paper focuses on classification methods for evaluating the lifetime consumption (LC) of
power electronics modules. The generalization of power electronics devices introduces new …
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 …
structural health monitoring (SHM) system to evaluate the structural performance and detect …