Variable speed induction motors' fault detection based on transient motor current signatures analysis: A review

MF Yakhni, S Cauet, A Sakout, H Assoum… - … Systems and Signal …, 2023 - Elsevier
Induction motor is a major component in the industrial sector. It is experiencing great
development concerning size, market share, and technological design. Any sudden failure …

Advanced signal processing methods for condition monitoring

R Jaros, R Byrtus, J Dohnal, L Danys, J Baros… - … Methods in Engineering, 2023 - Springer
Condition monitoring of induction motors (IM) among with the predictive maintenance
concept are currently among the most promising research topics of manufacturing industry …

Machine learning-based online multi-fault diagnosis for ims using optimization techniques with stator electrical and vibration data

SH Hsu, CH Lee, WF Wu, CW Lee… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Induction motors (IMs) have been commonly applied to industrial fields since the past
decades; thus, develo** advanced fault diagnosis methods becomes vital for IM …

Improved interpretation of impulse frequency response analysis for synchronous machine using life long learning based on iCaRL

Y Chen, Z Zhao, Y Yu, Y Guo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Winding inter-turn and ground short circuit (SC) faults are common fault types of
synchronous machines. The sweep frequency response analysis (SFRA) has been recently …

Rolling bearing failure detection in induction motors using stator current, vibration and stray flux analysis techniques

B Noureddine, P Remus, R Raphael… - IECON 2020 The 46th …, 2020 - ieeexplore.ieee.org
Many industrial applications use the induction machine for its advantages, like robustness.
But like any other machines, it can be affected by several faults such as broken rotor bars …

Off-design operation and cavitation detection in centrifugal pumps using vibration and motor stator current analyses

Y Han, J Zou, A Presas, Y Luo, J Yuan - Sensors, 2024 - mdpi.com
Centrifugal pumps are essential in many industrial processes. An accurate operation
diagnosis of centrifugal pumps is crucial to ensure their reliable operation and extend their …

Eccentric position diagnosis of static eccentricity fault of external rotor permanent magnet synchronous motor as an in‐wheel motor

C Ma, Y Gao, M Degano, Y Wang… - IET Electric Power …, 2020 - Wiley Online Library
An eccentric position diagnosis method of static eccentricity (SE) fault of external rotor
permanent magnet synchronous motor (ER‐PMSM) is presented. Firstly, an analytical model …

Identification of impact frequency for down-the-hole drills using motor current signature analysis

D Brito, R Gómez, G Carvajal, L Reyes-Chamorro… - Applied Sciences, 2023 - mdpi.com
In rotary-percussion drilling, the impact frequency is a crucial variable that is closely linked to
operational factors that determine the efficacy of the drilling process, such as the rate of …

Comparative study between two diagnostic techniques dedicated to the mechanical fault detection in induction motors

R Pusca, R Romary, N Bessous… - … Conference on Electrical …, 2020 - ieeexplore.ieee.org
Among the main causes which have a great influence on the service life of rotating electrical
machines are mechanical faults. The squirrel cage induction motors are one of the most …

A comparative study dedicated to rotor failure detection in induction motors using MCSA, DWT, and EMD techniques

S Sbaa, N Bessous, R Pusca… - … Conference on Electrical …, 2020 - ieeexplore.ieee.org
This paper presents the detailed detection of broken rotor bar faults in squirrel cage
induction motors (SCIMs). This study used three diagnostic techniques. Early faults detection …