Condition monitoring of industrial electric machines: State of the art and future challenges

SB Lee, GC Stone, J Antonino-Daviu… - IEEE Industrial …, 2020‏ - ieeexplore.ieee.org
The limitations of the thermal, vibration, or electrical monitoring of electric machines such as
false indications, low sensitivity, and difficulty of fault interpretation have recently been …

Advancements in condition monitoring and fault diagnosis of rotating machinery: A comprehensive review of image-based intelligent techniques for induction motors

O AlShorman, M Irfan, M Masadeh, A Alshorman… - … Applications of Artificial …, 2024‏ - Elsevier
Recently, condition monitoring (CM) and fault detection and diagnosis (FDD) techniques for
rotating machinery (RM) have witnessed substantial advancements in recent decades …

Magnetic flux analysis for the condition monitoring of electric machines: A review

I Zamudio-Ramirez, RA Osornio-Rios… - IEEE Transactions …, 2021‏ - ieeexplore.ieee.org
Magnetic flux analysis is a condition monitoring technique that is drawing the interest of
many researchers and motor manufacturers. The great enhancements and reduction in the …

Flux-based detection and classification of induction motor eccentricity, rotor cage, and load defects

J Shin, Y Park, SB Lee - IEEE Transactions on Industry …, 2021‏ - ieeexplore.ieee.org
Motor current signature analysis (MCSA) has been accepted in the field as a reliable means
of detecting faults in the rotor cage of induction motors. However, there are many limitations …

Recent trends in magnetic sensors and flux-based condition monitoring of electromagnetic devices

V Gurusamy, GA Capolino, B Akin… - IEEE Transactions …, 2022‏ - ieeexplore.ieee.org
As one of the most promising techniques, magnetic flux-based condition monitoring of
electrical machines, has gained significant traction in the past decade. One of the key …

Advanced diagnosis of stator turn-to-turn faults and static eccentricity in induction motors based on internal flux measurement

G Mirzaeva, KI Saad - IEEE Transactions on Industry …, 2018‏ - ieeexplore.ieee.org
Large induction motors used in variable speed industrial applications (digging, traction, etc.)
undergo dynamic stresses at high power levels. Their lifetime is reduced as compared with …

Airgap flux based detection and classification of induction motor rotor and load defects during the starting transient

Y Park, H Choi, J Shin, J Park… - IEEE Transactions on …, 2020‏ - ieeexplore.ieee.org
There has been active research on motor current signature analysis (MCSA) for over the last
30+ years, as it can provide remote monitoring of rotor and load defects using the current …

Search coil-based detection of nonadjacent rotor bar damage in squirrel cage induction motors

Y Park, H Choi, SB Lee… - IEEE Transactions on …, 2020‏ - ieeexplore.ieee.org
Detection of rotor cage faults in induction motors based on motor current signature analysis
(MCSA) is being extensively applied in the field for preventing forced outage of the motor …

Induction motor speed estimation based on airgap flux measurement using Hilbert transform and fast Fourier transform

CG Dias, LC da Silva - IEEE Sensors Journal, 2022‏ - ieeexplore.ieee.org
This paper proposes the rotor speed estimation of a squirrel cage induction motor fed by a
sinusoidal power supply or an inverter based on the use of a Hall effect sensor installed …

Reliable flux-based detection of induction motor rotor faults from the fifth rotor rotational frequency sideband

SB Lee, J Shin, Y Park, H Kim… - IEEE Transactions on …, 2020‏ - ieeexplore.ieee.org
Motor current signature analysis (MCSA) is widespread in the field as a means of providing
remote, online monitoring of industrial induction motor rotor faults. However, numerous …