[HTML][HTML] Early detection of faults in induction motors—A review

T Garcia-Calva, D Morinigo-Sotelo… - Energies, 2022 - mdpi.com
There is an increasing interest in improving energy efficiency and reducing operational costs
of induction motors in the industry. These costs can be significantly reduced, and the …

[HTML][HTML] 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 …

Incipient winding fault detection and diagnosis for squirrel-cage induction motors equipped on CRH trains

Y Wu, B Jiang, Y Wang - ISA transactions, 2020 - Elsevier
Stator/rotor winding faults are the common faults in squirrel-cage induction motor systems,
which motivates the study of incipient fault detection and isolation (IFDI) to improve the …

Broken bar fault detection and diagnosis techniques for induction motors and drives: State of the art

MEED Atta, DK Ibrahim, MI Gilany - IEEE Access, 2022 - ieeexplore.ieee.org
Motors are the higher energy-conversion devices that consume around 40% of the global
electrical generated energy. Induction motors are the most popular motor type due to their …

An experimental comparative evaluation of machine learning techniques for motor fault diagnosis under various operating conditions

I Martin-Diaz, D Morinigo-Sotelo… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The diagnosis of electric machines, such as induction motors, is one of the key tasks that
needs to be performed to guarantee their right operation as electromechanical energy …

[HTML][HTML] Inverter-fed motor drive system: A systematic analysis of condition monitoring and practical diagnostic techniques

MU Sardar, T Vaimann, L Kütt, A Kallaste, B Asad… - Energies, 2023 - mdpi.com
Due to their efficiency and control capabilities, induction motors fed with inverters have
become prevalent in various industrial applications. However, ensuring the reliable …

Early detection of broken rotor bars in inverter-fed induction motors using speed analysis of startup transients

TA Garcia-Calva, D Morinigo-Sotelo… - Energies, 2021 - mdpi.com
The fault diagnosis of electrical machines during startup transients has received increasing
attention regarding the possibility of detecting faults early. Induction motors are no …

Real-time broken rotor bar fault detection and classification by shallow 1D convolutional neural networks

T Ince - Electrical Engineering, 2019 - Springer
Application of advanced fault diagnosis and monitoring techniques allows more efficient,
reliable and safe operation of many complex industrial systems. Recently, there has been a …

Broken bar faults detection under induction motor starting conditions using the optimized stockwell transform and adaptive time–frequency filter

MEED Atta, DK Ibrahim… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Most of the published research studies for detecting induction motor broken bar faults (BBFs)
use a time-frequency (tf) decomposition tool to characterize the fault-related components …

An experimental method for diagnostic of incipient broken rotor bar fault in induction machines

H Sabir, M Ouassaid, N Ngote - Heliyon, 2022 - cell.com
Abstract Induction Motors (IMs) have multiple advantages, as they are robust and easy to
maintain. A small fault in a single rotor bar could cause the break of this bar, subsequently …