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Induction Motors Fault Diagnosis Using Finite Element Method: A Review
IEEE transactions on industry applications, 2020Condition monitoring and fault diagnosis of induction motors serve as essential techniques toward the reliable operation of critical industrial processes.
Xiaodong Liang +2 more
semanticscholar +1 more source
IEEE transactions on industry applications, 2020
In this article, an effective machine learning-based fault diagnosis method is developed for induction motors driven by variable frequency drives (VFDs). Two identical 0.25 HP induction motors under healthy, single-, and multifault conditions were tested
M. Z. Ali +3 more
semanticscholar +1 more source
In this article, an effective machine learning-based fault diagnosis method is developed for induction motors driven by variable frequency drives (VFDs). Two identical 0.25 HP induction motors under healthy, single-, and multifault conditions were tested
M. Z. Ali +3 more
semanticscholar +1 more source
Induction motor variable inductance parameter identification
2017 International Conference on Smart Systems and Technologies (SST), 2017Paper derives a procedure of identifying induction machine variable inductance values. Parameter identification is done from measurements during no-load direct start acceleration. Genetic algorithm is used for parameter identification. It is used to minimise least squares difference between calculated and measured data by selecting parameters of ...
Halak, Filip +2 more
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IEEE transactions on industry applications, 2019
In this paper, a practical machine learning-based fault diagnosis method is proposed for induction motors using experimental data. Various single- and multi-electrical and/or mechanical faults are applied to two identical induction motors in lab ...
M. Z. Ali +4 more
semanticscholar +1 more source
In this paper, a practical machine learning-based fault diagnosis method is proposed for induction motors using experimental data. Various single- and multi-electrical and/or mechanical faults are applied to two identical induction motors in lab ...
M. Z. Ali +4 more
semanticscholar +1 more source
Induction motor drive parameters identification
IEEE Transactions on Power Electronics, 1998The paper deals with real-time identification of the rotor parameters of the induction motor drive. The model reference adaptative control technique has been used for synthesising two identifiers. An appropriate choice of the reference model allows a Lyapunov function to be built by means of which the updating law of the rotor time constant can be ...
Attaianese C +4 more
openaire +7 more sources
IEEE transactions on industry applications, 2018
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 constant speed motors and downtime costs are very high.
G. Mirzaeva, Khalid I. Saad
semanticscholar +1 more source
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 constant speed motors and downtime costs are very high.
G. Mirzaeva, Khalid I. Saad
semanticscholar +1 more source
Journal of the A.I.E.E., 1930
Magnetic noise in induction motors is caused by the vibration of magnetic parts produced by the varying forces associated with the changing flux density in the adjacent air parts of the magnetic circuit. Torsional vibration of the motor is caused by unbalanced windings or applied voltages.
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Magnetic noise in induction motors is caused by the vibration of magnetic parts produced by the varying forces associated with the changing flux density in the adjacent air parts of the magnetic circuit. Torsional vibration of the motor is caused by unbalanced windings or applied voltages.
openaire +1 more source
FORCED OSCILLATIONS OF INDUCTION MOTOR
IFAC Proceedings Volumes, 1983Abstract The general mathematical model of asynchronous machines is represented by means of a non linear either 5-th or 6-th order system of differential equations, according to the shaft elasticity is either taken into account or not. These models are sometimes linearized to study particular phaenomena, as for example forced oscillations due to ...
I. Marongiu, ROTONDALE, Nicola
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IEEE transactions on power electronics, 2018
An active disturbance rejection control (ADRC) of induction motor based on an adaptive particle swarm optimization (APSO) algorithm is proposed in this paper, in order to realize the precise decoupling of induction motor and the disturbance compensation.
Chao Du +5 more
semanticscholar +1 more source
An active disturbance rejection control (ADRC) of induction motor based on an adaptive particle swarm optimization (APSO) algorithm is proposed in this paper, in order to realize the precise decoupling of induction motor and the disturbance compensation.
Chao Du +5 more
semanticscholar +1 more source