Sounds and acoustic emission-based early fault diagnosis of induction motor: A review study

O AlShorman, F Alkahatni, M Masadeh… - Advances in …, 2021‏ - journals.sagepub.com
Nowadays, condition-based maintenance (CBM) and fault diagnosis (FD) of rotating
machinery (RM) has a vital role in the modern industrial world. However, the remaining …

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 …

A comparative study for stator winding inter-turn short-circuit fault detection based on harmonic analysis of induction machine signatures

A Zorig, SH Kia, A Chouder, A Rabhi - Mathematics and Computers in …, 2022‏ - Elsevier
This article deals with inter-turn short-circuit fault detection in stator windings of squirrel cage
induction machines. The main aim is to perform harmonic analysis of different electrical …

Improved 2-D multiscale fractional dispersion entropy: a novel health condition indicator for Fault Diagnosis of rolling bearings

H Song, R Yuan, Y Lv, H Pan, X Yang - IEEE Sensors Journal, 2023‏ - ieeexplore.ieee.org
The multiscale dispersion entropy (MDE), which measures the irregularity or chaos of 1-D
univariate time series through a dispersion pattern, is a useful tool to extract features from …

[HTML][HTML] A novel feature extraction and fault detection technique for the intelligent fault identification of water pump bearings

M Irfan, AS Alwadie, A Glowacz, M Awais, S Rahman… - Sensors, 2021‏ - mdpi.com
The reliable and cost-effective condition monitoring of the bearings installed in water pumps
is a real challenge in the industry. This paper presents a novel strong feature selection and …

[HTML][HTML] Sensor fault diagnosis method based on rotor slip applied to induction motor drive

CD Tran, M Kuchar, M Sobek, V Sotola, BH Dinh - Sensors, 2022‏ - mdpi.com
A novel diagnosis method based on the rotor slip is proposed in the paper to correctly detect
current and speed sensor failures during the induction motor drive (IMD) operation. In order …

[HTML][HTML] Design of a digital twin for an industrial vacuum process: a predictive maintenance approach

MF Yakhni, H Hosni, S Cauet, A Sakout, E Etien… - Machines, 2022‏ - mdpi.com
The concept of a digital twin is increasingly appearing in industrial applications, including
the field of predictive maintenance. A digital twin is a virtual representation of a physical …

[HTML][HTML] Induction motor tacholess fault detection in transient speeds using adaptive generalized Vold Kalman filter

MF Yakhni, S Cauet, A Sakout, H Assoum, E Etien… - Results in …, 2024‏ - Elsevier
Fault detection are essential in machine condition monitoring to ensure reliable and efficient
operations. This article introduces a methodology to achieve this goal, using tacholess …

Induction motor DTC performance improvement by inserting fuzzy logic controllers and twelve-sector neural network switching table

C Fahassa, Y Zahraoui, M Akherraz, M Kharrich… - Mathematics, 2022‏ - mdpi.com
Human civilization has changed forever since induction motors were invented. Induction
motors are widely used and have become the most prevalent electrical componentsdue to …

Design of a novel electric diagnostic technique for fault analysis of centrifugal pumps

M Irfan, A Glowacz - Applied Sciences, 2019‏ - mdpi.com
Centrifugal pumps are the fundamental components of most industries. They are used in
almost every industry to transfer liquid through pipes. The breakdown of a pump causes …