[HTML][HTML] Fault diagnosis and prognosis of satellites and unmanned aerial vehicles: A review

MS Hedayati, A Barzegar, A Rahimi - Applied Sciences, 2024 - mdpi.com
This paper comprehensively analyzes advanced Fault Diagnosis and Prognosis (FDP)
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 …

Fault diagnosis and prognosis for satellite formation flying: A survey

A Barzegar, A Rahimi - IEEE Access, 2022 - ieeexplore.ieee.org
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 …

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 …

Simultaneous fault detection in satellite power systems using deep autoencoders and classifier chain

M Ganesan, R Lavanya - Telecommunication Systems, 2023 - Springer
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 …

Fault detection exploiting artificial intelligence in satellite systems

N Ferrante, G Giuffrida, P Nannipieri, A Bechini… - … Conference on Applied …, 2022 - Springer
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 …

Physics-Informed Real NVP for Satellite Power System Fault Detection

C Cena, U Albertin, M Martini, S Bucci… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The unique challenges posed by the space environment, characterized by extreme
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 …