Artificial intelligence application in fault diagnostics of rotating industrial machines: A state-of-the-art review

V Singh, P Gangsar, R Porwal, A Atulkar - Journal of Intelligent …, 2023 - Springer
The fault monitoring and diagnosis of industrial machineries are very significant in Industry
4.0 revolution but are often complicated and labour intensive. The application of artificial …

Automatic detection and classification of rotor cage faults in squirrel cage induction motor

H Arabacı, O Bilgin - Neural Computing and Applications, 2010 - Springer
The detection of broken rotor bars and broken end-ring in three-phase squirrel cage
induction motors by means of improved decision structure. The structure consists of current …

The detection of rotor faults by using short time fourier transform

H Arabaci, O Bilgin - 2007 IEEE 15th Signal Processing and …, 2007 - ieeexplore.ieee.org
In this paper an experimental study detecting of rotor faults in three-phase squirrel cage
induction motors by means of short time Fourier transform (STFT) is presented. The …

Effects of rotor faults in squirrel-cage induction motors on the torque-speed curve

H Arabacı, O Bilgin - The XIX International Conference on …, 2010 - ieeexplore.ieee.org
This study presents analysis and effects of rotor faults in squirrel cage induction motor on the
torque-speed curve. In the study, the used experimental data were obtained from 10 HP, 25 …

Detection of simultaneous unbalanced under-voltage and broken rotor fault in induction motor

S Sridhar, KU Rao - 2013 IEEE 1st International Conference on …, 2013 - ieeexplore.ieee.org
In recent years voltage unbalance and fault analysis in induction motor independently has
been researched by engineers dealing with power quality issues. The exposure of the motor …

[PDF][PDF] Neural network classification and diagnosis of broken rotor bar faults by means of short time Fourier transform

H Arabaci, O Bilgin - Proceedings of the International Multi-Conference of …, 2009 - iaeng.org
In this paper an experimental study of classification and diagnosis of different number of
broken rotor bars and broken end-ring in the three-phase squirrel cage induction motors is …

Optimization of the feedforward neural network for rotor cage fault diagnosis in three-phase induction motors

ZM Taïbi, M Hasni, S Hamdani… - … Electric Machines & …, 2011 - ieeexplore.ieee.org
We present the results of our investigation in the use of the multi-layer feed forward back-
propagation artificial neural networks (ANNs) for induction machine faults diagnosis. ANNs …

Condition monitoring of induction motor using negative sequence component and THD of the stator current

S Sridhar, KU Rao, KS Harish… - 2016 IEEE 7th Power …, 2016 - ieeexplore.ieee.org
The Condition Monitoring of Induction Motor (IM) is performed to ensure optimal and reliable
operation, as IM has numerous applications spread across varied sectors. Mechanical faults …

Submersible motor rotor bars broken fault analysis based on HHT

L Xin, H Zhuo, W Liguo, L Linlin… - Proceedings of The 7th …, 2012 - ieeexplore.ieee.org
Rotor bar broken fault is one of the common faults of the submersible motor. In order not to
affect the production efficiency of submersible motor, the fault should be detected in time. For …

The detection of rotor faults in the manufacturing of submersible induction motor

H Arabaci, O Bilgin, A Urkmez - 2007 International Aegean …, 2007 - ieeexplore.ieee.org
In this study, rotor faults detection in submersible induction motors which is used at deep
well submersible pumps is presented by analyzing stator current. In some production …