A comprehensive review of conventional and intelligence-based approaches for the fault diagnosis and condition monitoring of induction motors

RR Kumar, M Andriollo, G Cirrincione, M Cirrincione… - Energies, 2022 - mdpi.com
This review paper looks briefly at conventional approaches and examines the intelligent
means for fault diagnosis (FD) and condition monitoring (CM) of electrical drives in detail …

Online interturn short-circuit fault diagnosis in induction motors operating under unbalanced supply voltage and load variations, using the STLSP technique

A Alloui, K Laadjal, M Sahraoui… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
It is well known that the most common reason for electrical machines breakdown is the stator
windings' fault occurrence. Indeed, this type of fault represents almost 40% of faults …

Analysis of the behavior of asynchronous electric drive with a closed scalar control system when changing the inductance of the magnetizing circuit

YL Zhukovskiy, BY Vasilev, NA Korolev… - Indonesian Journal of …, 2023 - ejournal.kjpupi.id
The article was devoted to the study of an automated electric drive with a scalar closed-loop
speed control system. Severe duty and operating modes of electric drive determine the …

Three-phase induction motors online protection against unbalanced supply voltages

K Laadjal, M Sahraoui, A Alloui, AJM Cardoso - Machines, 2021 - mdpi.com
Three-phase induction motors (IMs) are the main workhorse in industry due to their many
advantages as compared to other types of industrial motors. However, the efficiency and …

Voltage–current locus‐based stator winding inter‐turn fault detection in induction motors

UV Dongare, BS Umre, MS Ballal - International Journal of …, 2023 - Wiley Online Library
Monitoring the condition of induction motors requires continuous inspection of all motor
components. The three‐phase stator windings forming the critical components of the motors …

Effective Diagnosis Approach for Broken Rotor Bar Fault Using Bayesian-based Optimization of Machine Learning Hyperparameters

MB Bechiri, A Allal, M Naoui, A Khechekhouche… - IEEE …, 2024 - ieeexplore.ieee.org
Rotor fault diagnosis plays a critical role in ensuring the safety and reliability of rotating
machinery. Recently, there has been increasing interest in leveraging advanced signal …

Machine Learning Based Method for Impedance Estimation and Unbalance Supply Voltage Detection in Induction Motors

K Laadjal, AMR Amaral, M Sahraoui, AJM Cardoso - Sensors, 2023 - mdpi.com
Induction motors (IMs) are widely used in industrial applications due to their advantages
over other motor types. However, the efficiency and lifespan of IMs can be significantly …

Determining an additional diagnostic parameter for improving the accuracy of assessment of the condition of stator windings in an induction motor

O Gubarevych, S Goolak, O Daki… - … -European Journal of …, 2021 - papers.ssrn.com
This paper has proposed and substantiated the application of an additional diagnostic
parameter for assessing the state of stator windings of induction motors during operation …

[HTML][HTML] Investigation of turn-to-turn closures of stator windings to improve the diagnostics system for induction motors

O Gubarevych, S Goolak, O Daki… - Проблемы …, 2021 - cyberleninka.ru
The efficiency of using three-phase asynchronous electric motors with a squirrel-cage rotor
in the transport sector depends on increasing the level of their reliability, which is possible …

Thermal field and stress analysis of induction motor with stator inter-turn fault

P Chen, Y Xie, D Li - Machines, 2022 - mdpi.com
Inter-turn fault (ITF), a typical motor fault, results in significant variations in the thermal
characteristics of a motor. For fault, temperature rise (TR) experiments and thermal field …