A review and comparison of fault detection and diagnosis methods for squirrel-cage induction motors: State of the art

Y Liu, AM Bazzi - ISA transactions, 2017 - Elsevier
Preventing induction motors (IMs) from failure and shutdown is important to maintain
functionality of many critical loads in industry and commerce. This paper provides a …

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 …

Wavelet‐based real‐time stator fault detection of inverter‐fed induction motor

B Akhil Vinayak, K Anjali Anand… - IET Electric Power …, 2020 - Wiley Online Library
This work proposes a novel real‐time detection scheme for incipient stator inter‐turn short
circuit fault in voltage sources inverter‐fed induction machines. Both non‐sinusoidal input …

Application of the Teager–Kaiser energy operator to the fault diagnosis of induction motors

M Pineda-Sanchez, R Puche-Panadero… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
The diagnosis of induction motors through the spectral analysis of the stator current allows
for the online identification of different types of faults. One of the major difficulties of this …

Early intermittent interturn fault detection and localization for a permanent magnet synchronous motor of electrical vehicles using wavelet transform

NH Obeid, A Battiston, T Boileau… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In order to improve hybrid and electrical vehicles functional safety and to avoid sudden
failures, it is important to develop reliable and robust on-board diagnostics (OBD). This …

Diagnoses of internal faults of three phase squirrel cage induction motor—A review

S Bindu, VV Thomas - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
Three phase squirrel cage induction motors are the most popular motors in industries.
Electrical, magnetic, mechanical, thermal and environmental stresses during operating …

Comprehensive review on inter‐turn fault indexes in permanent magnet motors

J Faiz, H Nejadi‐Koti, Z Valipour - IET Electric Power …, 2017 - Wiley Online Library
Inter‐turn fault (ITF) of stator winding is a very sensitive and critical fault in permanent
magnet motors. If this fault is not diagnosed on‐time, it can quickly expand and generate …

Detection of stator short-circuit faults in induction motors using the concept of instantaneous frequency

R Sadeghi, H Samet, T Ghanbari - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Because of considerable importance of induction motors in different industries, fault
detection of these motors has gained importance in the literature. One of the attractive …

RPCNNet: A deep learning approach to sense minor stator winding interturn fault severity in induction motor under variable load condition

AK Das, S Das, AK Pradhan, B Chatterjee… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
In this article, a deep learning-based automated framework has been proposed to sense
minor stator winding interturn (MSIT) fault in an induction motor (IM) without having load …

Fault diagnosis and investigation techniques for induction motor

A Almounajjed, AK Sahoo, MK Kumar… - International Journal of …, 2022 - Taylor & Francis
Induction motors are the most popular machines in industrial drive and power conversion
systems. This popularity makes the recent industries impose reliable and continuous work …