A review on data-driven fault severity assessment in rolling bearings

M Cerrada, RV Sánchez, C Li, F Pacheco… - … Systems and Signal …, 2018 - Elsevier
Health condition monitoring of rotating machinery is a crucial task to guarantee reliability in
industrial processes. In particular, bearings are mechanical components used in most …

Artificial intelligence-based technique for fault detection and diagnosis of EV motors: A review

W Lang, Y Hu, C Gong, X Zhang, H Xu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The motor drive system plays a significant role in the safety of electric vehicles as a bridge
for power transmission. Meanwhile, to enhance the efficiency and stability of the drive …

A review on machinery diagnostics and prognostics implementing condition-based maintenance

AKS Jardine, D Lin, D Banjevic - Mechanical systems and signal …, 2006 - Elsevier
Condition-based maintenance (CBM) is a maintenance program that recommends
maintenance decisions based on the information collected through condition monitoring. It …

Fault detection of the harmonic reducer based on CNN-LSTM with a novel denoising algorithm

Z Zhi, L Liu, D Liu, C Hu - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
The harmonic reducer is a key component of the industrial robot. Its reliability has significant
influence on the consecutive operation of the industrial robot. However, its failure rate is high …

Improved generative adversarial network for vibration-based fault diagnosis with imbalanced data

B Zhao, Q Yuan - Measurement, 2021 - Elsevier
Effective fault diagnosis is essential for maintaining the safe running of machine systems.
Recently, the data-driven methods have shown great potential in intelligent fault diagnosis …

Induction machine drive condition monitoring and diagnostic research—a survey

GK Singh - Electric Power Systems Research, 2003 - Elsevier
The subject of machine condition monitoring is charged with developing new technologies
to diagnose the machinery problems. Different methods of fault identification have been …

A review on vibration monitoring techniques for predictive maintenance of rotating machinery

M Romanssini, PCC de Aguirre, L Compassi-Severo… - Eng, 2023 - mdpi.com
Machine failure in modern industry leads to lost production and reduced competitiveness.
Maintenance costs represent between 15% and 60% of the manufacturing cost of the final …

Fault-tolerant control in variable speed drives: a survey

DU Campos-Delgado, DR Espinoza-Trejo… - IET Electric Power …, 2008 - IET
A survey on fault-tolerant control is presented for variable speed drives (VSD), mainly
addressing DC and induction motors. Thus, fault diagnosis, accommodation and hardware …

A diagnostic approach for electro-mechanical actuators in aerospace systems

E Balaban, P Bansal, P Stoelting… - 2009 IEEE …, 2009 - ieeexplore.ieee.org
Electro-mechanical actuators (EMA) are finding increasing use in aerospace applications,
especially with the trend towards all all-electric aircraft and spacecraft designs. However …

Sensor data-driven bearing fault diagnosis based on deep convolutional neural networks and S-transform

G Li, C Deng, J Wu, X Xu, X Shao, Y Wang - Sensors, 2019 - mdpi.com
Accurate and timely bearing fault diagnosis is crucial to decrease the probability of
unexpected failures of rotating machinery and improve the efficiency of its scheduled …