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Fault diagnosis and self-healing for smart manufacturing: a review
Manufacturing systems are becoming more sophisticated and expensive, particularly with
the development of the intelligent industry. The complexity of the architecture and concept of …
the development of the intelligent industry. The complexity of the architecture and concept of …
[HTML][HTML] Fault diagnosis of electric motors using deep learning algorithms and its application: A review
Y Yang, MMM Haque, D Bai, W Tang - Energies, 2021 - mdpi.com
Electric motors are used extensively in numerous industries, and their failure can result not
only in machine damage but also a slew of other issues, such as financial loss, injuries, etc …
only in machine damage but also a slew of other issues, such as financial loss, injuries, etc …
Industrial big data for fault diagnosis: Taxonomy, review, and applications
Y Xu, Y Sun, J Wan, X Liu, Z Song - IEEE Access, 2017 - ieeexplore.ieee.org
Fault diagnosis is an important topic both in practice and research. There is intense pressure
on industrial systems to continue reducing unscheduled downtime, performance …
on industrial systems to continue reducing unscheduled downtime, performance …
VAE-based interpretable latent variable model for process monitoring
Latent variable-based process monitoring (PM) models have been generously developed by
shallow learning approaches, such as multivariate statistical analysis and kernel techniques …
shallow learning approaches, such as multivariate statistical analysis and kernel techniques …
A fault diagnosis method for the autonomous underwater vehicle via meta-self-attention multi-scale CNN
Y Chen, Y Wang, Y Yu, J Wang, J Gao - Journal of Marine Science and …, 2023 - mdpi.com
Autonomous underwater vehicles (AUVs) are an important equipment for ocean
investigation. Actuator fault diagnosis is essential to ensure the sailing safety of AUVs …
investigation. Actuator fault diagnosis is essential to ensure the sailing safety of AUVs …
Fast actuator and sensor fault estimation based on adaptive unknown input observer
This study evaluates the robust fault estimation problem of systems with actuator and sensor
faults though the simultaneous use of unknown input disturbances and measurement noise …
faults though the simultaneous use of unknown input disturbances and measurement noise …
Multidomain features-based GA optimized artificial immune system for bearing fault detection
This paper proposes a novel multidomain features-based genetic algorithm (GA) optimized
artificial immune system (AIS) framework for fault detection in real systems. Different from …
artificial immune system (AIS) framework for fault detection in real systems. Different from …
[HTML][HTML] Neural network-based fault diagnosis for spacecraft with single-gimbal control moment gyros
LI Yuandong, HU Qinglei, S **aodong - Chinese Journal of Aeronautics, 2022 - Elsevier
This paper proposes a neural network-based fault diagnosis scheme to address the problem
of fault isolation and estimation for the Single-Gimbal Control Moment Gyroscopes …
of fault isolation and estimation for the Single-Gimbal Control Moment Gyroscopes …
Two-level local observer-based decentralized optimal fault tolerant tracking control for unknown nonlinear interconnected systems
H **a, J Hou, P Guo - IEEE Transactions on Systems, Man, and …, 2023 - ieeexplore.ieee.org
In this article, a decentralized optimal fault tolerant tracking control (DOFTTC) approach is
proposed for unknown nonlinear interconnected systems (NISs) with partial loss of actuator …
proposed for unknown nonlinear interconnected systems (NISs) with partial loss of actuator …
A reliable deep learning approach for time-varying faults identification: Spacecraft reaction wheel case study
AER Abd-Elhay, WA Murtada, MI Youssef - IEEE Access, 2022 - ieeexplore.ieee.org
Reaction wheels are key components for the spacecraft attitude control subsystems. Faults
in reaction wheels may lead to high energy consumption, lack of spacecraft attitude control …
in reaction wheels may lead to high energy consumption, lack of spacecraft attitude control …