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[HTML][HTML] Review on Hardware Devices and Software Techniques Enabling Neural Network Inference Onboard Satellites
Neural networks (NNs) have proven their ability to deal with many computer vision tasks,
including image-based remote sensing such as the identification and segmentation of …
including image-based remote sensing such as the identification and segmentation of …
[HTML][HTML] Fault diagnosis and prognosis of satellites and unmanned aerial vehicles: A review
This paper comprehensively analyzes advanced Fault Diagnosis and Prognosis (FDP)
techniques employed in aerial and space agents such as satellites, spacecraft, and …
techniques employed in aerial and space agents such as satellites, spacecraft, and …
Remaining useful life prediction for stochastic degrading devices incorporating quantization
JX Zhang, JL Zhang, ZX Zhang, TM Li, XS Si - Reliability Engineering & …, 2024 - Elsevier
Quantization has been widely employed in analog-to-digital conversion (ADC) for the
acquisition of digital data, which are further utilized for prognostics. However, quantization …
acquisition of digital data, which are further utilized for prognostics. However, quantization …
A lifetime estimation method for multi-component degrading systems with deteriorating spare parts
Z Zhang, J Zhang, D Du, T Li, X Si - Reliability Engineering & System Safety, 2023 - Elsevier
As one of the most important aspects in prognostics and system health management (PHM),
spare parts play significant roles in enhancing reliability, shortening downtime, and reducing …
spare parts play significant roles in enhancing reliability, shortening downtime, and reducing …
Anomaly detection of control moment gyroscope based on working condition classification and transfer learning
K Zhang, S Wang, S Wang, Q Xu - Applied Sciences, 2023 - mdpi.com
The process of human exploration of the universe has accelerated, and aerospace
technology has developed rapidly. The health management and prognosis guarantee of …
technology has developed rapidly. The health management and prognosis guarantee of …
System-level prognostics approach for failure prediction of reaction wheel motor in satellites
The reaction wheels actuated by motors are widely used for advanced attitude control of
satellites. During the satellite operation, the performance of reaction wheel motor degrades …
satellites. During the satellite operation, the performance of reaction wheel motor degrades …
Fault diagnosis of lubrication decay in reaction wheels using temperature estimation and forecasting via enhanced adaptive particle filter
Reaction wheels (RW), the most common attitude control systems in satellites, are highly
prone to failure. A satellite needs to be oriented in a particular direction to maneuver and …
prone to failure. A satellite needs to be oriented in a particular direction to maneuver and …
[PDF][PDF] MBSE-Enhanced LSTM Framework for Satellite System Reliability and Failure Prediction.
1Space Systems Engineering (SpaSys) Research Group, Interdisciplinary Centre for
Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg 2Automation …
Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg 2Automation …
Micro-vibration modeling and analysis of single-gimbal control moment gyros
Q Han, Z Jiang, F Chu - … in Nonlinear Science and Numerical Simulation, 2023 - Elsevier
Micro-vibration modeling and analysis of single-gimbal control moment gyros (SGCMGs) are
conducted in this study. Considering the rotation and support effect of the low-speed gimbal …
conducted in this study. Considering the rotation and support effect of the low-speed gimbal …
Fast self-correction commutation method for high-speed sensorless BLDCMs with nonideal asymmetric back EMF
H Li, H Zhang, S Lyu, B Han - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
As a space application, the brushless dc motor (BLDCM) configured in a magnetically
suspended control moment gyroscope has extremely high requirements for reliability and …
suspended control moment gyroscope has extremely high requirements for reliability and …