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[HTML][HTML] Early detection of faults in induction motors—A review
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
Due to their efficiency and control capabilities, induction motors fed with inverters have
become prevalent in various industrial applications. However, ensuring the reliable …
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
The fault diagnosis of electrical machines during startup transients has received increasing
attention regarding the possibility of detecting faults early. Induction motors are no …
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 …
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 …
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
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 …
maintain. A small fault in a single rotor bar could cause the break of this bar, subsequently …