Condition monitoring and fault diagnosis of induction motors: A review

A Choudhary, D Goyal, SL Shimi, A Akula - Archives of Computational …, 2019 - Springer
There is a constant call for reduction of operational and maintenance costs of induction
motors (IMs). These costs can be significantly reduced if the health of the system is …

State-of-the-art techniques for fault diagnosis in electrical machines: advancements and future directions

S Akbar, T Vaimann, B Asad, A Kallaste, MU Sardar… - Energies, 2023 - mdpi.com
Electrical machines are prone to various faults and require constant monitoring to ensure
safe and dependable functioning. A potential fault in electrical machinery results in …

Review on prognostics and health management in smart factory: From conventional to deep learning perspectives

P Kumar, I Raouf, HS Kim - Engineering Applications of Artificial …, 2023 - Elsevier
At present, the fourth industrial revolution is pushing factories toward an intelligent,
interconnected grid of machinery, communication systems, and computational resources …

Induction motor diagnostic system based on electrical detection method and fuzzy algorithm

HC Chang, SC Lin, CC Kuo, CF Hsieh - International Journal of Fuzzy …, 2016 - Springer
This study develops an electrical detection method for the diagnosis and fault detection of
induction motors. An experiment constructs two types of defect models: broken bar and …

Induction motor broken rotor bars detection using fuzzy logic: experimental research

W Laala, SE Zouzou, S Guedidi - International Journal of System …, 2014 - Springer
This paper proposes a new automated practical method for the diagnosis and detection of
broken rotor bars in induction motor. This method uses only one stator current sensor. It is …

Artificial intelligence based stator winding fault estimation in three phase induction motor

M Subha, NS Kumar, KSK Veni - 2018 Second International …, 2018 - ieeexplore.ieee.org
Induction motors play an essential role in industries for their inclusive applications. Their
fault detection quite remains a challenge for the researchers by using various optimization …

[PDF][PDF] Rotor fault detection and diagnosis of induction motor using fuzzy logic

VP Mini, S Ushakumari - Amse J. Modell. A, 2014 - academia.edu
In the present scenario, online parameter monitoring of induction motors with the help of
fault detection algorithms are very useful for the early detection of fault and to protect the …

Fault classification and diagnosis of industrial application motor drives using soft computing techniques

GS Ayyappan, K Venugopal… - … on Recent Trends …, 2019 - ieeexplore.ieee.org
Most of the modern industry drives uses an induction motor as the main drive system. The
properties like compact size, low cost, and wide range of speed control makes induction …

Rotor fault analysis of an induction motor using FEM

VP Mini, S Ushakumari - 2012 2nd international conference on …, 2012 - ieeexplore.ieee.org
Squirrel cage induction motors are commonly used in industrial and domestic applications,
because of their advantages. Now a day's on line parameter monitoring of induction motors …

A new computational method for stator faults recognition in induction machines based on hyper-volumes

J Maitre, S Gaboury, B Bouchard… - … Conference on Electro …, 2015 - ieeexplore.ieee.org
To remain competitive, the manufacturing industry is always innovating and developing new
cost-efficient ways to produce goods. That is why today, extensive automation is applied in …