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Dynamic investigation of Georges phenomenon related to threephase woundrotor induction motor
Journal of Electrical Systems and Information Technology volume 7, Article number: 8 (2020)
Abstract
The aim of this paper is to analyze the performance of a threephase woundrotor induction motor (WRIM) under rotor windings asymmetry. The dynamic performance of the WRIM under healthy and rotor windings asymmetry with oneopenphase fault conditions is analyzed using a dynamic model in the ABC frame. Under opening one phase of the rotor windings, the WRIM suffers from operation at a speed near to the half of its synchronous speed, which is known as the Georges phenomenon. The behavior of the WRIM is simulated and investigated experimentally under faulty conditions for four different possible connections of rotor windings. The stator and rotor currents are analyzed using fast Fourier transformation technique to identify the fault signatures. The results prove that under opening one phase of the rotor windings the WRIM suffers from pulsating electromagnetic torque, high oscillatory stator currents and high unbalanced rotor currents. Also the results prove that the performance of the motor under rotor windings asymmetry conditions and the occurrence of Georges phenomenon depend on the type of connection of the rotor windings and fault location. Therefore, the authors suggest a special delta connection for the rotor winding to reduce the effects of this phenomenon. The simulation and experimental results show good agreement and prove the validity of the suggested delta connection.
Introduction
The squirrel cage induction motors have dominated the industry due to their wellknown advantages, but in some application woundrotor induction motor (WRIM) is still more used. The capability of the large WRIMs in developing a high starting torque at low starting currents by the means of adding external resistances in series with the rotor windings makes them ideal for some applications. Besides limiting the starting current, this resistance can also be used in controlling the motor speed. These advantages make the WRIMs suitable for large power industrial application such as cranes, pumps, conveyors and hoists [1].
Asymmetrical operation of induction machine results in unbalanced air gap flux, consequently unbalanced supply currents, increased losses, increased torque pulsations and decreased average torque. Windings, magnetic circuit and motor mechanical system (mainly bearing failures) faults are the three main categories of faults of induction motors [7]. According to a survey [18] more than 36% of motor failures are related to the stator windings insulation. Turntoturn, coiltocoil, linetoline, linetoground and single or multiphase windings open circuit faults are considered the main categories of stator windings faults. Turntoturn has been considered the most challenging one since the other types of failures are usually a consequence of turntoturn faults [15]. Rotor asymmetries are one of the most critical failures in induction machines. Although these faults do not cause an immediate collapse of the machine, they progressively degenerate, leading to an irreversible failure, unless condition monitoring is applied [4]. In [13], a method to discriminate between different faults in the stator and rotor windings of woundrotor induction machines was presented. The proposed diagnostic method was based on the combination of FFT and discrete wavelet transform (DWT) applied on the rotor currents of woundrotor induction machines. The magnetic equivalent circuit (MEC) model has been used to simulate machine performances under different winding fault conditions with Matlab/Simulink software.
In [12], winding interturn short circuit fault conditions in the stator and rotor sides was studied using a complete MEC. It was demonstrated that the currents through interturn shorted link are different in stator and rotor windings of WRIMs. The current also depends on the number of short circuit turns and the load level. In [10], the frequency components of torque ripple and current harmonics that are produced due to slot numbers of the rotor and stator for a WRIM were studied. This method can be extended to also study the rotor faults through studying the current and torque frequency spectrum. In [5], an accurate model was developed for analyzing an asymmetrical WRIM based on the reference frame theory. This proposed model relied on the machine parameters. The proposed model was confirmed against finite element simulation results
Steadystate analysis of WRIMs using impedance matrix analysis technique which can be used to investigate asymmetry faults in a woundrotor machine was discussed [14]. A model for healthy and faulty WRIM with and without interturn short circuit fault by a single set of equations using modified MEC was introduced. In [11], current signature analysis was used for rotor and stator interturn short circuit fault detection. A proposed MATLAB–SIMULINK model for the interturn fault diagnosis of the induction machine via the standard deviation of the wavelet coefficient of the stator current signal was introduced in [3]. A fault index was proposed in Gritli et al. [6] as a novel method for detection of rotor faults in woundrotor induction machines. The presented method was based on the signature analysis of the space vector that is given by the product of the space vectors of voltage and current of the rotor. The proposed approach provided some advantages over the current techniques like high sensitivity for rotor fault detections and robustness specially under time varying of operating conditions. AntoninoDaviu et al. [2] introduced an integral method based on five different fault indications to detect rotor asymmetries in WRIM. The first two indications were based on detecting families of fault harmonics appearing in the FFT spectrum of the steadystate stator current, while the second two indications relied on the analysis of the startup stator current and the fifth evidence was based on the analysis of the rotor currents space vector spectrum (when available). In [17], the influence of the induction motor parameters on the amplitude and the duration of both the electrical and the mechanical transient at switchon of an induction motor was analyzed. Also the detectability of the rotor asymmetries was examined by synchrosqueezed wavelet transform (SWT).
In addition to interturn short circuit, increasing resistance or open circuit of one or more of the rotor windings or brushgear circuits are one of the common rotor faults of WRIM.
It was observed that the WRIM with opening one phase in rotor circuit was capable of running at another stable speed, approximately one half of its synchronous speed, with efficiency much higher than that of the balanced motor operated at the same speed with external rotor resistances [8]. This phenomenon is called Georges phenomenon. However, although the possibility of reasonably efficient halfspeed operation is attractive, this method is hardly ever used in practice due to the injection of lowfrequency currents into the supply, mechanical vibration and magnetic saturation which leads to excessive currents.
The stator windings of the threephase induction motor are supplied by alternative currents having a frequency F_{s}. These currents will create a rotating magnetic field at the synchronous speed n_{s}. If the rotor is running at a speed n (mechanical rotation speed), induced current having a frequency of SF_{s} will be induced in the remaining rotor shortcircuited singlephase windings. The induced rotor current will then create a pulsating magnetic field which can be divided into two rotating magnetic fields. The first will rotate at the synchronous speed n_{s}, and the second will rotate at the speed of (1 − 2S) n_{s} with respect to stator frame. The interaction between the rotating magnetic field created by stator windings and the first rotor rotating magnetic field will result in a motoring torque, while the interaction between the stator rotating magnetic field and the second rotor rotating magnetic field will result in a pulsating torque which has zero average value. However, the second rotor rotating magnetic field will induce currents in stator windings. By acting on these induced currents, the second rotor rotating field will create a new torque. This new torque will have the tendency to move the rotor in the forward direction if the speed is lower than halfsynchronous speed (i.e., S > 0.5) and in backward direction if the speed is higher than halfsynchronous speed (i.e., S < 0.5). So the motor could operate at a stable speed near to half its synchronous speed [16]. In [9], the operation of induction motors with Georges phenomenon was studied, and an equivalent circuit was derived for the general case of unbalance in rotors windings.
Although theoretical principles have been given to induction motors with open one rotor phase, no attempts have been made on studying the motor performance and analyzing the stator and rotor currents during this fault. So in this paper, the dynamic performance of the WRIM under healthy and rotor windings asymmetry with oneopenphase fault conditions is analyzed. The simulation and hardware verification show that the ripples of speed and torque have increased, also the stator and rotor currents have increased. Analysis of the motor performance with different rotor windings connections shows that the performance of the motor under asymmetry conditions depends on the type of connection of the rotor windings and fault location. The motor performance was studied for the case of starting the motor with an open circuit in the rotor and for the case of opening one rotor phase during normal operation. The Georges phenomenon is discussed thoroughly at different cases. A special delta connection for the rotor winding was proposed to reduce the effect of the Georges phenomenon. Furthermore, the stator and rotor currents are analyzed using FFT technique to identify the fault signatures.
The rest of this paper is organized as follows: the dynamic models of the WRIM under healthy condition and with an open circuit in the rotor circuit for four different possible connections of rotor windings are presented in Section “WoundRotor Induction Motor Modeling.” Section “Simulation Results” presents the simulation results for different cases. In Section “Experimental Results,” the experimental results are presented to verify the simulation results. Section “Discussion” gives the discussions and analysis of the obtained results. Finally, the conclusions are given in Section “Conclusions.”
Woundrotor induction motor modeling
Healthy motor model
The dynamic model of the WRIM can be built under healthy condition in the ABC frame as functions of rotor position by its voltage differential and mechanical equations as follows:
Where
Openphase motor models
The dynamic model of the WRIM is modified to represent the open rotor phase condition. The stator windings of the studied motor are connected as star connection, while the rotor windings could be star or delta connection. The rotor windings could be connected in different four connections, which are isolated neutral star connection, standard delta connection with internal open circuit rotor phase, standard delta connection with external open circuit rotor phase and delta connection with reversed one phase and external open circuit. These connections are shown in Fig. 1.
Isolated neutral star connection
When one rotor phase is opencircuited in case of isolated neutral star connection, the other two phases become connected in series as shown in Fig. 1a. So the voltage differential equations can be rewritten as in healthy case with the following changes:
Standard delta connection with internal open circuit rotor phase
For standard delta with internal open circuit, when one rotor phase is internally opencircuited, each phase of the other two phases will be shortcircuited upon itself as shown in Fig. 1b, the voltage differential equations can be rewritten with the following changes:
Standard delta connection with external open circuit phase
In case of standard delta connection with external open circuit, when one rotor phase is externally opencircuited, two of rotor phases are connected in series and the combination of them is connected in parallel with the third phase, the voltage differential equations of the this configuration can be rewritten as in healthy case with the following changes:
Delta connection with reversed one phase and external open circuit rotor phase
For delta connection with reversed one, when one rotor phase is externally opencircuited, two of rotor phases are connected in series and the combination of them is connected in parallel with the third phase, the voltage differential equations of the this configuration can be rewritten as in healthy case with the following changes:
Simulation results
The experimental and simulation results have been carried out on a 4pole, 175 W, 110 V, 1.9 A, 1370 rpm, 50HZ threephase woundrotor induction motor. The fault is modeled by starting the motor with opening one phase of rotor circuit. The motor is loaded with its full load torque, and the four possible connections of the rotor windings are considered. Due to the asymmetry that occurs in rotor circuit, the rotor magnetic field in the air gap of the motor is not a pure rotating field as in the healthy case so it affects the performance of the motor as illustrated in the following figures for the different cases of rotor windings connections.
The motor speed, electromagnetic torque, stator phase current and the rotor currents are presented in Fig. 2 for the case of isolated neutral star connection. As shown in Fig. 2a, the motor operates at a speed close to half of its synchronous speed (697 rpm) and the speed has noticeable ripples at steady state. Furthermore, the steadystate torque is a pulsating torque as shown in Fig. 2b due to the backward component of the rotor MMF. Figure 2c shows the phase current of the stator. It is clear that the stator current is oscillatory and reaches with harmonics. Additionally, the currents of the two phases of rotor are equal in magnitude, but they are shifted by 180 electric degrees as shown in Fig. 2d.
Figure 3 shows the motor speed, electromagnetic torque, stator phase current and rotor currents in the case of standard delta connection with internal open circuit rotor phase. Similarly, the motor operates at a speed near to half of its synchronous speed (840 rpm) with noticeable ripples at steady state as shown in Fig. 3a. Also the steadystate torque is a pulsating torque as shown in Fig. 3b. In this case, the oscillatory stator current is shown in Fig. 3c. Additionally, the currents of the rotor are not equal in magnitude as shown in Fig. 3d.
The motor speed, electromagnetic torque, stator phase current and the rotor currents are presented in Fig. 4 for the case of standard delta connection with external open circuit. As shown in Fig. 4a, the motor operates at a speed near to half of its synchronous speed (697 rpm) and the speed has noticeable ripples at steady state. Furthermore, the steadystate torque is a pulsating torque as shown in Fig. 4b due to the strong backward component of the rotor MMF. Figure 4c shows the phase current of the stator. It is clear that the stator current is oscillatory and reaches with harmonics. Additionally, the current of the two series connected phases of rotor is equal to one half of the rms value of the third phase, but they are shifted by 180 electric degrees as shown in Fig. 4d.
Figure 5 shows the motor performance for the case of delta connection with reversed one phase and external open circuit. The motor operates at a speed of 1350 rpm which is less lightly than its full load speed and with minimum ripples as shown in Fig. 5a. The motor torque has noticeable ripples at steady state as shown in Fig. 5b. The stator current has less oscillation as shown in Fig. 5c. Finally, the currents of the phase “br” and phase “cr” of the rotor are the same since they are connected in series, while the current of phase “ar” is shifted by 90 electric degrees from the other two phases as shown in Fig. 5d.
Experimental results
Several experiments were carried out to confirm the simulation results for the case of starting the WRIM with opening one rotor phase with the four possible rotor connections considered. The image of the experimental setup at the laboratory is presented in Fig. 6. The motor speed, stator and rotor currents have been collected and saved via a digital oscilloscope, and then, the saved data have been plotted using a software package. The motor is loaded by a dynamometer and fed from a constantvoltage constantfrequency threephase supply as shown in Fig. 6. The data acquisition unit consists of digital oscilloscope, current transducers and personal computer as shown in Fig. 6.
Figure 7 shows the motor performance in the case of isolated neutral star connected rotor windings. The motor operates at speed near to half of its synchronous speed, and the ripples of speed at steady state have increased as shown in Fig. 7a. It is clear that the stator current is oscillatory and with harmonics content as shown in Fig. 7b. Additionally, the rms value of rotor currents in this faulty case has increased and the currents of the two phases of rotor are equal in magnitude, but they are shifted by 180 electric degrees as shown in Fig. 7c. Figure 8 shows the motor speed, stator phase current and the rotor currents for the case of rotor windings with standard delta connection and internal open circuit rotor phase. The motor operates at a speed near to half of its synchronous speed with noticeable ripples at steady state as shown in Fig. 8a. In this case, the stator current is oscillatory as shown in Fig. 8b. Additionally, the currents of the two phases of rotor are not equal in magnitude, but they are shifted by 120 electric as shown in Fig. 8c.The motor performance in the case of standard delta connection with external open circuit is shown in Fig. 9. The motor operates at speed near to half of its synchronous speed, and the ripples of speed at steady state have increased as shown in Fig. 9a. Figure 9b shows the stator current; it is clear that the stator current is oscillatory and with harmonics content. Additionally, the current of the two series connected phases of the rotor is equal to one half of the rms value of the third phase, but they are shifted by 180 electric degrees as shown in Fig. 9c. Figure 10 shows the motor performance for the case of delta connection with reversed one phase and external open circuit. The motor operates at a speed slightly less than the full load speed with ripples and a starting time higher than that of the healthy case as shown in Fig. 10a. The stator current has fewer oscillations compared to star connection as shown in Fig. 10b. Finally, the currents of the (phasebr) and (phasecr) of the rotor are the same since they are connected in series. The current of (phasear) is different and is shifted by 90 electric degrees from the other two phases as shown in Fig. 10c. Table 1 gives a comparison between the simulation and experimental results. Good agreement has been achieved between the simulation and experimental results.
The torque speed curves under healthy and faulty conditions for different connections of rotor windings are measured and plotted experimentally as shown in Fig. 11. Figure 11a shows the torque speed curve for isolated neutral star connection. It can be noticed that the motor operates either close to half of its synchronous speed or at a speed slightly less than the full load speed according to the value of its loading and the instant of the occurrence of fault; the Georges phenomenon is very clear in this case. The torque speed curve for standard delta connection with internal open circuit rotor phase is shown in Fig. 11b. It can be observed that the motor operates either close to half of its synchronous speed or at a speed slightly less than the full load speed according to the value of the load torque and the instant of fault occurrence. Figure 11c shows the torque speed curve for standard delta connection with external open circuit rotor phase. It can be observed that the motor operates close to half of its synchronous speed at any value of load torque if the motor is stared with opening one phase of rotor circuit. Also the Georges phenomenon is very clear for this case. Figure 11d shows the torque speed curve for delta connection with reversed one phase and external open circuit rotor phase case and healthy condition. It can be noted that the two curves are very similarly but with small difference in the values of starting and maximum torques. So for this connection, the motor operates at a speed slightly less than the healthy speed at any value of its loading regardless of the instant of opening one phase of its rotor phases. Table 2 shows the limit values of load torque at which the Georges phenomenon occurs for different rotor windings connections.
Furthermore, the experimental stator and rotor currents are analyzed using fast Fourier transformation (FFT) technique. Figure 12 shows the current spectrum in the case of isolated neutral star connection rotor windings. In this case, the motor operated at a speed of 620 rpm, and hence, the motor slip is equal to 0.586. Here, the sidebands harmonics of fundamental harmonic (1 ± 2S)Fs are clearly observed at 8.5 Hz and 108.5 Hz in the stator phase current spectrum as shown in Fig. 12a. Also it can be clearly observed that there is additional one sideband harmonic at (1 − 4S)F_{s} with frequency of 66.5 Hz. In addition, the presence of third harmonic \(3SF_{\text{s}}\) is observed in rotor currents with frequency of 87.81 Hz as shown in Fig. 12b, c.
Figure 13 shows the spectrums of stator current and rotor currents for standard delta connection with internal open circuit, the motor operated at a speed of 780 rpm, and hence the motor slip is equal to 0.48. The sidebands harmonics of fundamental harmonic are noticeably at 3 Hz and 97.25 Hz in the stator phase current spectrum as shown in Fig. 13a. In addition, the presence of third harmonic appears in the rotor currents with frequency of 70.75 Hz as shown in Fig. 13b, c. The current spectrums in the case of standard delta connection with external open circuit are shown in Fig. 14, the motor operated at a speed of 622 rpm, and hence the motor slip is equal to 0.585. Here, the sidebands harmonics of fundamental harmonic are clearly observed at 8.46 Hz and 109.2 Hz in stator current spectrum as shown in Fig. 14a. It can be clearly observed that there is additional one sideband harmonic at frequency of 66.7 Hz. Also the presence of third harmonic is observed in rotor currents with frequency of 86.7 Hz as shown in Fig. 14b, c. Figure 15 shows the current spectrum for the case of delta connection with reversed one phase and external open circuit, the motor operated at a speed of 1335 rpm, and hence the motor slip is equal to 0.11. Here, the sidebands harmonics of fundamental harmonic are clearly observed at 38.67 Hz and 61.33 Hz in the stator phase current spectrum. There is additional one sideband harmonic at a frequency of 27.33 Hz as shown in Fig. 15a. The third harmonic is observed in the rotor currents with frequency of 16.86 Hz as shown in Fig. 15b, c.
Discussion
From the simulation and experimental results, the following relevant points can be deduced:
The performance of WRIM under the condition of opening of one phase of rotor circuit depends on the connection of rotor windings. While the isolated neutral star rotor windings and standard delta connections have the worst performance, the rotor delta connected windings with reversed one phase and external open circuit has an acceptable performance.
Opening of one phase of rotor circuit causes oscillatory and high stator currents.
The rotor MMFs of the isolated neutral star rotor windings and standard delta with external open circuit have strong backward component, which affects the shape of the torque speed characteristic of the motor resulting in Georges phenomenon.
The motor torque is a pulsating torque due to the backward component of the rotor MMF.
The rotor asymmetry results in unbalanced rotor currents combined with high values for all connections especially for star connection and normal delta connection.
For delta connected rotor windings with reversed one phase and external open circuit, the motor operates at a speed slightly less than its full load speed at any value of its loading either in case of staring the motor with opening one phase of rotor circuit or opening one phase of rotor circuit during normal running (i.e., preventing Georges phenomenon).
In case of isolated neutral star and standard delta connection with external open circuit, the motor operates at a speed close to half of its synchronous speed in case of staring the motor with opening one phase of rotor circuit at any value of load torque. But it operates at a speed slightly less than its full load speed in case of opening one phase of rotor circuit during normal running if the load torque < 67% of its full load torque, and at speed near to half of its synchronous speed if the load torque is > 67% of its full load.
For standard delta with internal open circuit, the motor operates at a speed slightly less than its full load speed in case of opening one phase of rotor circuit during normal running at any value of load torque. Also it operates at a speed slightly less than its full load speed in case of staring the motor with opening one phase of rotor circuit if the load torque < 87.5% of its full load torque, and at speed near to half of its synchronous speed if the load torque is > 87.5% of its full load.
The proposed delta connection with reversed one phase prevents Georges phenomenon by 67% of possible fault cases such that if the externally open circuit is occurred at any terminal of the reversed phase.
The rotor delta connected windings with reversed one phase and external open circuit insures the operation at a speed near to the full load speed of the motor so the motor will have good efficiency and power factor.
The given percentage values are specified to the motor under test.
Furthermore, the FFT of the motor currents showed the following:
As a result of connecting the symmetrical stator winding to the supply voltage, a pure rotating magnetic field at frequency F_{s} is produced in the motor air gap. Because of rotor asymmetry windings, the rotor currents cause two counter rotating magnetic fields at frequencies ± SF_{s}.
The field component of + SF_{s} interacts with stator magnetic field to produce the steadystate torque, while the other component of − SF_{s} will induce EMFs in stator windings with frequency (1 – 2S)F_{s} and hence a current in stator windings at frequency (1 – 2S)F_{s}.
The stator current component with (1 – 2S)F_{s} leads to oscillations in the electromagnetic torque and motor speed at frequency 2SF_{s}.
The motor speed oscillations produced a new component of current in stator winding at frequency of (1 + 2S)F_{s}
The stator current at (1 + 2S)F_{s} produces a rotor EMFs at frequency 3SF_{s} and a new reaction current in the stator winding at frequency (1 – 4S)F_{s}, and so on.
As a result of this interaction process, the stator current spectrum has a series of harmonic sidebands at the following frequencies:
$$F_{\text{h}} = \left( {1 \pm kS} \right)F_{\text{s}} \quad {\text{where}}\;k = 1,2,3, \ldots .$$where F_{h} are frequency components related to rotor winding asymmetry fault.
Also the harmonic sidebands of the rotor current spectrum are given by ± kSF_{s} where k = 1, 3, 5,….
Conclusions
This paper presents a dynamic model in the ABC frame to investigate Georges phenomenon and to analyze the performance of WRIM in case of opening one phase of rotor circuit. Four possible connections for rotor windings are considered; isolated neutral star connection, standard delta connection with internal open circuit rotor phase, standard delta connection with external open circuit rotor phase and a proposed delta connection with reversed one phase and external open circuit. Motor speed, electromagnetic torque, stator and rotor currents have been investigated for all cases. The experimental results give good agreement with the simulation results in all possible connections. The torques speed characteristics of the different connections were studied, and the George’s phenomenon was thoroughly studied. The paper shows that rotor asymmetry causes oscillatory and high stator currents, also results in unbalanced rotor currents combined with high values for all connections especially for star connection and normal delta connection. The frequency spectrums for the stator and rotor currents were examined to identify the fault signatures which are stator current harmonic sidebands at (1 ± kS) F_{s} frequencies and rotor current harmonic sidebands at ± kSF_{s}. It is proven that the occurrence of Georges phenomenon depends upon the connection of the rotor windings, the value of the motor loading and the instant of the occurrence of the fault. The paper shows that the isolated neutral star rotor windings and standard delta connections have the worst performance. It is also proven that the proposed rotor delta connected windings with reversed one phase and external open circuit avoid Georges phenomenon in twothirds of possible fault cases and insure the operation with an acceptable performance.
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Abbreviations
 V _{s} :

stator voltage vector (V)
 v_{as}, v_{bs}, v_{cs} :

stator phase voltages (V)
 V _{r} :

rotor voltage vector referred to stator (V)
 I _{s} :

stator current vector (A)
 i_{as}, i_{bs}, i_{cs} :

stator phase currents (A)
 I _{r} :

rotor current vector referred to stator (A)
 i_{ar}, i_{br}, i_{cr} :

rotor phase currents (A)
 Z _{ss} :

stator selfimpedance matrix
 Z _{rr} :

rotor selfimpedance matrix
 Z _{sr} :

stator–rotor mutualimpedance matrix
 Z _{rs} :

rotor–stator mutualimpedance matrix
 R _{s} :

stator resistance per phase (Ω)
 R _{r} :

rotor resistance per phase referred to stator (Ω)
 L _{s} :

stator selfinductance per phase (H)
 L _{r} :

rotor selfinductance per phase referred to stator (H)
 L _{o} :

maximum mutual inductance (H)
 L _{ls} :

stator leakage inductance per phase (H)
 L _{lr} :

rotor leakage inductance per phase referred to stator (H)
 L :

inductances matrix
 θ _{r} :

rotor position in electrical (rad)
 T _{em} :

electromechanical torque (Nm)
 ω _{r} :

motor speed (electrical rad/s)
 ω _{m} :

motor speed (rad/s)
 P :

number of pairpoles
 J :

moment of Inertia (kg m^{2})
 B :

viscosity frication coefficient (Nm/(rad/s))
 T _{f} :

friction torque (Nm)
 F _{s} :

supply frequency (Hz)
 S :

motor per unit slip
 WRIM:

woundrotor induction motor
 FFT:

fast Fourier transformation
 MEC:

magnetic equivalent circuit
 DWT:

discrete wavelet transform
 SWT:

synchrosqueezed wavelet transform
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RR contributed in the design, the creation of the software used in the work and interpretation of the results of the work, performed the experimental work and drafted the final manuscript. TM contributed in the design and interpretation of the results of the work and drafted the final manuscript. HH contributed in the conception, analysis, the creation of the software used in the work and interpretation of the results of the work and also revised the final manuscript. All authors read and approved the final manuscript.
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AbdelWahab, R.R., Abdo, T.M. & Hanafy, H.H. Dynamic investigation of Georges phenomenon related to threephase woundrotor induction motor. Journal of Electrical Systems and Inf Technol 7, 8 (2020). https://doi.org/10.1186/s43067020000165
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DOI: https://doi.org/10.1186/s43067020000165