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[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 …
DTST: A dual-aspect time series transformer model for fault diagnosis of space power system
Z Xu, M Du, Y Zhang, Q Miao - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Fault diagnosis is one of the key technologies for maintaining the reliability and safety of
space power systems. High-precision fault diagnosis is crucial to ensuring the normal …
space power systems. High-precision fault diagnosis is crucial to ensuring the normal …
Fault diagnosis and prognosis for satellite formation flying: A survey
Fault diagnostics and prognosis are vital functions of engineering systems, mainly fault
prognosis, which is a relatively novel area and requires further development. By applying …
prognosis, which is a relatively novel area and requires further development. By applying …
Compressor Fault Diagnosis Employing Machine Learning Techniques
KP Pushya, P Supriya… - 2023 Innovations in Power …, 2023 - ieeexplore.ieee.org
Compressors are a potent and crucial component in the industry as they make the work
environment fresh, secure, and convenient. Heavy use of this equipment tends to make them …
environment fresh, secure, and convenient. Heavy use of this equipment tends to make them …
Unsupervised model-guided online transfer learning framework for multiple fault detection of satellite control system
H ** is proposed for fault
detection in a satellite power system (SPS). This approach exploits the possibilities of …
detection in a satellite power system (SPS). This approach exploits the possibilities of …
Simultaneous fault detection in satellite power systems using deep autoencoders and classifier chain
A satellite system's health is heavily dependent on the proper functioning of the Satellite
Power System (SPS), which is regarded as the core component of a satellite. Fault detection …
Power System (SPS), which is regarded as the core component of a satellite. Fault detection …
Fault detection exploiting artificial intelligence in satellite systems
Mission control and fault management are fundamental in safety-critical scenarios such as
space applications. To this extent, fault detection techniques are crucial to meet the desired …
space applications. To this extent, fault detection techniques are crucial to meet the desired …
Physics-Informed Real NVP for Satellite Power System Fault Detection
The unique challenges posed by the space environment, characterized by extreme
conditions and limited accessibility, raise the need for robust and reliable techniques to …
conditions and limited accessibility, raise the need for robust and reliable techniques to …
Fault detection in SPS using image encoding and deep learning
P Hari Prasad, NS Jai Aakash, T Avinash… - Computer Networks and …, 2022 - Springer
Satellite power system (SPS) is considered as the core of the satellite, where the faults
occurring here adversely have an impact on the health of the satellite, thereby affecting the …
occurring here adversely have an impact on the health of the satellite, thereby affecting the …