SlideShare ist ein Scribd-Unternehmen logo
1 von 8
Downloaden Sie, um offline zu lesen
International Journal of Power Electronics and Drive System (IJPEDS)
Vol. 10, No. 1, March 2019, pp. 211~218
ISSN: 2088-8694, DOI: 10.11591/ijpeds.v10.i1.pp211-218  211
Journal homepage: http://iaescore.com/journals/index.php/IJPEDS
Performance identification of the asynchronous electric drives
by the spectrum of rotor currents
Vladimir L. Kodkin, Aleksandr S. Anikin, Aleksandr A. Baldenkov
Department of Theoretical Fundamentals of Electrical Engineering, South Ural State University, Russia
Article Info ABSTRACT
Article history:
Received Aug 23, 2018
Revised Oct 9, 2018
Accepted Nov 3, 2018
The efficiency of analyzing the rotor currents of asynchronous electric drives
with frequency control is substantiated in the article. To assess the quality of
torque generation in the engine it is suggested to use the spectral analysis of
these currents and the fundamental harmonic, as the most accurate
"conformity" of slip in an asynchronous motor. The proposed method
showed that "sensorless vector" control leads to the appearance of high-
frequency harmonics with significant amplitude. Because of these harmonics,
a non-sinusoidal electromagnetic moment is created and the performance of
the drive is decreased. The most effective method of torque generation is the
frequency control with positive stator current feedback. This control is
dominated by pronounced harmonic components, which indicates the
proximity of this structure to linear and significantly better controllability of
the drives, which makes promising their use in high-tech mechanisms, in
particular, in industrial robots. Simulation and experiments confirm the
proposed theoretical propositions.
Keywords:
Frequency control
Rotor current
Slip-ring rotor motor
Spectral analysis
Variable frequency drive
Copyright © 2019 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Aleksandr S. Anikin,
Department of Theoretical Fundamentals of Electrical Engineering,
South Ural State University,
76, Lenin prospekt, Chelyabinsk, 454080, Russia.
Email: anikinas@susu.ru
1. INTRODUCTION
One of the important assumptions on which methods of describing and analyzing AC motors is
based is the assumption of sinusoidal currents of the rotor and stator [1]-[4]. This assumption is made in the
derivation of the Closs formula, the construction of vector diagrams, the derivation of vector control and
DTC technology (Direct Torque Control) [5]-[12]. The non-sinusoidal nature of these currents is remembered
only when analyzing the interference created by electric drives. However, in reality, non-sinusoidal currents
greatly reduce the efficiency of asynchronous electric drives, reducing the effective torque.
Examples of the recommended use of Schneider-Electric frequency converters in the rotation
mechanisms of tower cranes are known. Operators, trying to apply wind compensation mode, at which they
try to start the drive 3-4 times per second, claimed. that the vector-controlled drive "does not have time" to
work out the mode, although "old" drives with contactor circuits performed these tasks. These examples were
explained by the inexperience of the operators, however, in view of the proposed studies [13], [14], these
conclusions should be revised.
2. PROBLEM DEFINITION
It is rather difficult to estimate the spectral composition of the stator currents, which are the most
accessible in asynchronous electric drives, since in them the predominance of the fundamental (carrier)
frequency is very significant [15]-[18]. A short-circuited rotor is not available for measuring currents in it,
 ISSN: 2088-8694
Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218
212
therefore, to identify the processes in an induction motor. The stand with a slip-ring rotor induction motor
was created, into whose rotor circuits current sensors were mounted. The schematic diagram of this stand is
shown in Figure 1. This stand includes the frequency converter (UZ1), which regulates speed of slip-ring
induction motor (M1).The speed data were obtained from an encoder (BR) located on the motor shaft. The
stand allows to register synchronous diagrams of rotation speed and rotor currents in static and transient
processes, and the software to the digital USB oscilloscope Hantek DSC-2090 (PG) makes it possible to
perform spectral analysis of signals, including rotor currents [19], [20].
Figure 1. Schematic diagram of the stand
It should be noted that the frequency of the rotor current is very tightly connected with the slip in the
motor, i.e. with a discrepancy between the speed of rotation of the electromagnetic field of the stator and the
mechanical speed of rotation of the rotor. This discrepancy in the induction motor determines the developed
mechanical moment, therefore, in terms of the magnitude of the slip or the frequency of the rotor current, it is
possible to estimate the efficiency of the formation of a mechanical moment with this or that control method.
It is very difficult to estimate the real slip in a drive with a frequency converter. The point is that with vector
control and with the corrected scalar, the stator voltage frequency changes. Therefore, even if the speed of
rotation exactly corresponds to the preset, the actual slip, i.e. the mismatch between the rotational speed of
the electromagnetic field of the stator and the mechanical speed of the rotor can take any values.
Consequently, the efficiency of the method of torque generation is higher, the smaller the slip required for a
given moment. And best of all, the real slip is estimated by the rotary current frequency.
3. EXPERIMENTAL RESEARCH
Similar results were obtained in experimental studies on a laboratory bench. Figures 2-5 show the
time diagrams of the rotor currents at idle and under the same load close to the nominal one, as well as
spectra indicating the main frequencies of the rotor currents [21], [22]. The values of the fundamental
frequencies under load and no-load are shown in Table 1.
Int J Pow Elec & Dri Syst ISSN: 2088-8694 
Performance identification of the asynchronous electric drives by the spectrum of… (Vladimir L. Kodkin)
213
Figure 2. The diagram of the speed and current of the rotor of an asynchronous drive with vector control.
Spectrum of the rotor current signal
Figure 3. The diagram of the speed and current of the rotor of an asynchronous drive with closed-loop vector
control. Spectrum of the rotor current signal
Figure 4. Diagram of the speed and current of the rotor of an asynchronous drive with scalar control.
Spectrum of the rotor current signal
 ISSN: 2088-8694
Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218
214
Figure 5. Diagram of the speed and current of the rotor of an asynchronous drive with scalar control and
stator current feedback. Spectrum of the rotor current signal
Table 1. The values of the fundamental frequencies of the rotor currents under load and at no-load
Control system no-load under load
Vector control 2,1Hz 6,25 Hz
Vector speed feedback control 2,1 Hz 8,75 Hz
Scalar control without feedback 1,69 Hz 4,75 Hz
Scalar control with stator current feedback 1,75 Hz 3,5 Hz
Analysis of the spectra of rotor currents convincingly shows that the formation of the necessary
torque in a vector-controlled electric drive, even when the speed loop is closed, is not the most effective,
thereason for this is probably the presence of significant harmonics at a frequency of 3 to 8 Hz as shown in
Figures 2 and 3.Attention should be drawn to Figure 3, vector control with feedback on the engine's rotation
speed, after the load is thrown and the speed failure, the regulator "pulls" it, but the rotor current frequency
does not change, which is indicative not of the efficiency of the torque generation algorithm for vector
control, but about an increase in the frequency of the stator voltage. It is this structure that is implemented in
the drive control scheme of the turn of the tower crane, which was mentioned in the introduction. The
exceptionally "tightened" load parrying process is associated with insufficient torque and does not allow for
the "quick" start-up modes of the turn actuator required for wind retarding attempts. And it should be
recognized as "guilty" in this situation, an insufficient "understanding", especially the nonlinearities of an
asynchronous electric drive.
To explain these results, remaining within the assumptions made at the beginning of the article
about the sinusoidal current of the rotor and the stator of an asynchronous electric motor under frequency
control, is very difficult. Having considered the spectra of rotor currents, one can make the assumption of the
presence of a much larger spectral composition of the rotor currents (and, consequently, of the stator
currents) under vector control than in the case of a scalar one. It is very difficult to estimate the influence on
the torque of these "harmful" harmonics by direct spectral analysis. But, estimating the fundamental
harmonic of the rotor current, which corresponds to real slip, i.e. mismatch of the rotational speed of the
stator field and mechanical rotation of the rotor, it can be concluded that the torque generation efficiency is
effective for each of the considered control methods for an asynchronous motor (vector, scalar and scalar
with dynamic positive stator current coupling). The results of the experiments as a whole coincide with the
results of the experiments carried out earlier, but they contradict the generally accepted ideas.
4. MODELING PROCESSES IN AN ASYNCHRONOUS DRIVE
Moreover, before the creation of the stand, the model of the electric drive based on the induction
motor and the frequency converter with vector control was carried out. In Figure 6 is showed the scheme of
the AC drives compiled in the Simulink application of the MATLAB software environment, and Figure 7
shows the block of the vector control system.
Int J Pow Elec & Dri Syst ISSN: 2088-8694 
Performance identification of the asynchronous electric drives by the spectrum of… (Vladimir L. Kodkin)
215
Figure 6. The model of AC drives with vector control
Figure 7. The "Vector control" block
The experiments were carried out in the following way: successive acceleration at idle speed to 10,
20, 30, 40 and 50 Hz and a load drop at each frequency reference. The load was set by stepwise action equal
to the nominal value of the motor torque. In Figure 8 shows the results of simulation of acceleration and load
sketches at different speeds of rotation under vector control, in Figure 9 - with scalar without feedback, in
Figure 10 - with scalar control with positive feedback on the stator current.
 ISSN: 2088-8694
Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218
216
Figure 8. Modelling processes in an asynchronous electric drive with vector control system
Figure 9. Modelling processes in an asynchronous electric drive with scalar control without feedback
The frequency of the rotor current under load (at a speed of 90 rad / s) with vector control is 10.6Hz,
scalar without feedback - 2.72Hz, scalar with feedback on the stator current - 1.74Hz.It is obvious that the
frequency of the rotor currents is the lowest in the model of the system with a positive feedback on the stator
current, while working at low speeds is stabilized in comparison with scalar control and, in practice, there are
no speed dips in the load sketches, and in comparison with the vector one - significantly smaller frequency of
the rotor current and, accordingly, real slip [13], [23], [24].
The frequency of the rotor currents is the lowest in the model of the system with a positive feedback
on the stator current, which indicates a more efficient algorithm for the formation of a mechanical moment.
At that, in comparison with the scalar control in an electric drive with a positive stator current connection,
work at low speeds is stabilized and, in practice, there are no speed dips in the case of load surges, and in
comparison with the vector there are significantly lower frequencies of the rotor current and, accordingly, the
frequency of real slip. Analytic way to explain and, even more so. to predict this situation is almost
impossible, so let's turn to experiments.
Int J Pow Elec & Dri Syst ISSN: 2088-8694 
Performance identification of the asynchronous electric drives by the spectrum of… (Vladimir L. Kodkin)
217
Figure 10. Modelling processes in an asynchronous electric drive with scalar control with
feedback on the stator current
5. CONCLUSIONS
Thus, the spectral analysis of the rotor currents of an asynchronous electric drive has shown that the
most effective method of torque generation will be frequency control with positive stator current feedback.
As the spectral analysis shows, this control is dominated by pronounced harmonic components,
which indicates the proximity of this structure to linear and significantly better controllability of the drives,
which makes promising their use in high-tech mechanisms, in particular, in industrial robots.
REFERENCES
[1] Usoltsev, A.A, “Vector control of asynchronous motors,” Tutorial. - Spb.: ITMO, 120 p, 2002.
http://servomotors.ru/documentation/frequency_control_of_asynchronous_motors/chastupr.pdf
[2] Pozdeev, A.D, “Electromagnetic and electromechanical processes in frequency-controlled asynchronous electric
drives,” - Cheboksary: Publishing house Chuvash University, 172 p, 1998.
[3] Sokolovsky, G.G. AC electric drives with frequency control. - Moscow: "ACADEMIA", 267 p, 2006.
[4] Srinivas Gangishetti, Tarakalyani Sandipamu, “Different Control Schemes for Sensor Less Vector Control of
Induction Motor,” International Journal of Power Electronics and Drive System (IJPEDS), Vol. 8, No. 2,
pp. 712~721, June 2017.
[5] Kodkin V. L., Anikin A. S, “Frequency control of asynchronous electric drives in transport,” 2015 International
Siberian Conference on Control and Communications (SIBCON), 2015.
[6] V.L. Kodkin, A.S. Anikin, Ya. A, “Shmarin Effective Frequency Control for Induction Electric Drives under
Overloading,” Russian Electrical Engineering, Vol. 85, No. 10, pp. 641–644, 2014.
[7] Park R., Robertson B., “The reactances of synchronous machines,” Tr. AIEE,vol. 47, 1928.
[8] Md. Rashedul Islam, Md. Maruful Islam, Md. Kamal Hossain, “Pintu Kumar Sadhu Performance Analysis of a
DTC and SVM Based Field-Orientation Control Induction Motor Drive,” International Journal of Power
Electronics and Drive System (IJPEDS), Vol. 5, No. 3, pp. 336~343, February 2015.
[9] Shevchenko, A.F. and Abdel’ Maksud Selim, S.A., “Vector control of stator’s current in synchronous motor with
permanent magnets for drowned pump drive,” Nauchn. Vestn. Novosib. Gos. Tekhn. Univ., no. 2(43), 2011.
[10] Yahya Ahmed Alamri, Nik Rumzi Nik Idris, Ibrahim Mohd. Alsofyani, Tole Sutikno, “Improved Stator Flux
Estimation for Direct Torque Control of Induction Motor Drives,” International Journal of Power Electronics and
Drive System (IJPEDS), Vol. 7, No. 4, pp. 1049~1060, December 2016.
[11] Kodkin V.L, “Problems of introducing frequency regulation in the mining industry / V.L. Kodkin, M.A. Malcher,
A.S. Anikin,” Bulletin of SUSU. series "Energy". Issue. 18. - No. 37 (296). - P. 154, 2012.
[12] M. Jannati, N. R. N. Idris, and M. J. A. Aziz, "Speed Sensorless Fault-Tolerant Drive System of 3-Phase Induction
Motor Using Switching Extended Kalman Filter" TELKOMNIKA Indonesian Journal of Electrical Engineering,
vol. 12, 2014.
[13] Kodkin V.L, “Experimental Research of Asynchronous Electric Drive with Positive Dynamic Feedback on Stator
Current,” III International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2017
– Proceedings, 2017.
 ISSN: 2088-8694
Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218
218
[14] V.L. Kodkin, A.S. Anikin, Ya.A. Shmarin, “Dynamic Load Disturbance Correction for Alternative Current Electric
Drives,” II International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2016 –
Proceedings, 2017.
[15] Vorob'ev, N.N, Theory of series, 4 ed., Revised. And additional. - Moscow: Science, 408 p, 1979.
[16] Bonar D.D., Khoury M.J., “Real Infinite Series,” The Mathematical Association of America, 274 p., 2006.
[17] Mejlbro L, “Fourier Series and Systems of Differential Equations and Eigenvalue Problems: Guidelines for
Solutions of Problems,” Leif Mejlbro & Ventus Publishing Aps, 125 p, 2007.
[18] Loday-Richaud M., “Divergent Series, Summability and Resurgence II. Simple and Multiple Summability,”
Springer International Publishing, 272 p, 2016.
[19] Anikin A.S. Dynamic positive coupling in asynchronous electric drives with frequency control / А.С. Anikin, V.L.
Kodkin, A.A. Baldenkov // "Priorities of world science: experiment and scientific discussion" Materials of the 8th
international scientific conference. Scientific and Publishing Center "Otkrytie". North Charleston, SC, USA, 17-18.
- P.119-124, June 2015.
[20] V.L. Kodkin, Ya.A. Shmarin, A.S. Anikin, AA Baldenkov, N.A. Loginova, “Correction of dynamic moment
perturbations in electric drives of alternating current” Science of SUSU. Materials of the 68th scientific conference,
pp 805-814, 2016.
[21] V.L. Kodkin, A.S. Anikin, A.A. Baldenkov, “Spectral Analysis of Rotor Currents in Frequency-controlled Electric
Drives,” 2nd International Conference on Automation, Mechanical and Electrical Engineering, AMEE 2017 –
Proceedings. – 2017
[22] V.L. Kodkin, A.S. Anikin, A.A. Baldenkov, “The analysis of the quality of the frequency control of induction
motor carried out on the basis of the processes in the rotor circuit,” XI International Scientific and Technical
Conference “Dynamics of Systems, Mechanisms and Machines” – Proceedings – 2017.Оmsk, 14-16.11.2017
[23] Kodkin. V.L, “Methods of optimizing the speed and accuracy of optical complex guidance systems based on
equivalence of automatic control system domain of attraction and unconditional stability of their equivalent
circuits,” Proceedings of SPIE - The International Society for Optical Engineering. – 2016
[24] V.L. Kodkin, A.S. Anikin, A.A. Baldenkov, “Analysis of stability of electric drives as non-linear systems according
to Popov criterion adjusted to amplitude and phase frequency characteristics of its elements,” 2nd International
Conference on Applied Mathematics, Simulation, and Modeling AMSM 2017 – Proceedings. – 2017

Weitere ähnliche Inhalte

Was ist angesagt?

To Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor driveTo Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor driveUmang Patel
 
I0331043049
I0331043049I0331043049
I0331043049theijes
 
The velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo systemThe velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo systemeSAT Publishing House
 
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...IJPEDS-IAES
 
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...IJPEDS-IAES
 
The velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo systemThe velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo systemeSAT Journals
 
Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...ijtsrd
 
Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...
Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...
Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...IRJET Journal
 
Induction motor modelling and applications report
Induction motor modelling and applications reportInduction motor modelling and applications report
Induction motor modelling and applications reportUmesh Dadde
 
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...IJPEDS-IAES
 
Speed control of three phase im by vf open and close loop method
Speed control of three phase im by vf open and close loop methodSpeed control of three phase im by vf open and close loop method
Speed control of three phase im by vf open and close loop methodeSAT Journals
 
A New Induction Motor Adaptive Robust Vector Control based on Backstepping
A New Induction Motor Adaptive Robust Vector Control based on Backstepping A New Induction Motor Adaptive Robust Vector Control based on Backstepping
A New Induction Motor Adaptive Robust Vector Control based on Backstepping IJECEIAES
 
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVEA PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVEPawan Kumar
 
Development of a low cost test rig for standalone wecs subject to electrical ...
Development of a low cost test rig for standalone wecs subject to electrical ...Development of a low cost test rig for standalone wecs subject to electrical ...
Development of a low cost test rig for standalone wecs subject to electrical ...ISA Interchange
 
Comparative analysis of observer-based LQR and LMI controllers of an inverted...
Comparative analysis of observer-based LQR and LMI controllers of an inverted...Comparative analysis of observer-based LQR and LMI controllers of an inverted...
Comparative analysis of observer-based LQR and LMI controllers of an inverted...journalBEEI
 

Was ist angesagt? (20)

C010511620
C010511620C010511620
C010511620
 
To Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor driveTo Design and simulate 3-Ø Induction motor drive
To Design and simulate 3-Ø Induction motor drive
 
I0331043049
I0331043049I0331043049
I0331043049
 
The velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo systemThe velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo system
 
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...
A Novel Modified Turn-on Angle Control Scheme for Torque- Ripple Reduction in...
 
MRAS Speed Sensorless Vector Control of Induction Motor Drives using Predicti...
MRAS Speed Sensorless Vector Control of Induction Motor Drives using Predicti...MRAS Speed Sensorless Vector Control of Induction Motor Drives using Predicti...
MRAS Speed Sensorless Vector Control of Induction Motor Drives using Predicti...
 
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
Control of Four Switch Three Phase Inverter Fed Induction Motor Drives Based ...
 
The velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo systemThe velocity control of the electro hydraulic servo system
The velocity control of the electro hydraulic servo system
 
Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...Speed Control System of Induction Motor by using Direct Torque Control Method...
Speed Control System of Induction Motor by using Direct Torque Control Method...
 
Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...
Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...
Use of Modular Multilevel Cascade Inverter as a Method to Speed-Sensorless St...
 
Induction motor modelling and applications report
Induction motor modelling and applications reportInduction motor modelling and applications report
Induction motor modelling and applications report
 
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...
Comparative Performance Study for Closed Loop Operation of an Adjustable Spee...
 
Speed control of three phase im by vf open and close loop method
Speed control of three phase im by vf open and close loop methodSpeed control of three phase im by vf open and close loop method
Speed control of three phase im by vf open and close loop method
 
A New Induction Motor Adaptive Robust Vector Control based on Backstepping
A New Induction Motor Adaptive Robust Vector Control based on Backstepping A New Induction Motor Adaptive Robust Vector Control based on Backstepping
A New Induction Motor Adaptive Robust Vector Control based on Backstepping
 
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVEA PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
A PROJECT REPORT SIM & SPEED CONTROL OF INDUCTIO DRIVE
 
Development of a low cost test rig for standalone wecs subject to electrical ...
Development of a low cost test rig for standalone wecs subject to electrical ...Development of a low cost test rig for standalone wecs subject to electrical ...
Development of a low cost test rig for standalone wecs subject to electrical ...
 
Reduced-order observer for real-time implementation speed sensorless control ...
Reduced-order observer for real-time implementation speed sensorless control ...Reduced-order observer for real-time implementation speed sensorless control ...
Reduced-order observer for real-time implementation speed sensorless control ...
 
Comparative analysis of observer-based LQR and LMI controllers of an inverted...
Comparative analysis of observer-based LQR and LMI controllers of an inverted...Comparative analysis of observer-based LQR and LMI controllers of an inverted...
Comparative analysis of observer-based LQR and LMI controllers of an inverted...
 
Backstepping control of two-mass system using induction motor drive fed by vo...
Backstepping control of two-mass system using induction motor drive fed by vo...Backstepping control of two-mass system using induction motor drive fed by vo...
Backstepping control of two-mass system using induction motor drive fed by vo...
 
FINAL PROJ REP
FINAL PROJ REPFINAL PROJ REP
FINAL PROJ REP
 

Ähnlich wie Performance identification of the asynchronous electric drives by the spectrum of rotor currents

harmonic analysis of 6 phase converter
harmonic analysis of 6 phase converterharmonic analysis of 6 phase converter
harmonic analysis of 6 phase converterRahul Kumar
 
A comparative study of performance of AC and DC electric drive control system...
A comparative study of performance of AC and DC electric drive control system...A comparative study of performance of AC and DC electric drive control system...
A comparative study of performance of AC and DC electric drive control system...journalBEEI
 
IRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction MotorIRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction MotorIRJET Journal
 
Stator flux oriented vector control of wind driven self excited induction gen...
Stator flux oriented vector control of wind driven self excited induction gen...Stator flux oriented vector control of wind driven self excited induction gen...
Stator flux oriented vector control of wind driven self excited induction gen...Alexander Decker
 
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...IJMER
 
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...ijiert bestjournal
 
Detection and analysis of eccentricity
Detection and analysis of eccentricityDetection and analysis of eccentricity
Detection and analysis of eccentricityDr.NAGARAJAN. S
 
Performance of Six-Pulse Line-Commutated Converter in DC Motor Drive Application
Performance of Six-Pulse Line-Commutated Converter in DC Motor Drive ApplicationPerformance of Six-Pulse Line-Commutated Converter in DC Motor Drive Application
Performance of Six-Pulse Line-Commutated Converter in DC Motor Drive ApplicationZunAib Ali
 
Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...
Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...
Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...IJERA Editor
 
Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...
Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...
Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...IRJET Journal
 
14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drive14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drivesatya_m
 
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...IRJET Journal
 
Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...
Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...
Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...IJPEDS-IAES
 
Simulation and Analysis of Modified DTC of PMSM
Simulation and Analysis of Modified DTC of PMSMSimulation and Analysis of Modified DTC of PMSM
Simulation and Analysis of Modified DTC of PMSMIJECEIAES
 

Ähnlich wie Performance identification of the asynchronous electric drives by the spectrum of rotor currents (20)

harmonic analysis of 6 phase converter
harmonic analysis of 6 phase converterharmonic analysis of 6 phase converter
harmonic analysis of 6 phase converter
 
A comparative study of performance of AC and DC electric drive control system...
A comparative study of performance of AC and DC electric drive control system...A comparative study of performance of AC and DC electric drive control system...
A comparative study of performance of AC and DC electric drive control system...
 
IRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction MotorIRJET- Vector Control of Three Phase Induction Motor
IRJET- Vector Control of Three Phase Induction Motor
 
Stator flux oriented vector control of wind driven self excited induction gen...
Stator flux oriented vector control of wind driven self excited induction gen...Stator flux oriented vector control of wind driven self excited induction gen...
Stator flux oriented vector control of wind driven self excited induction gen...
 
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...Simulation of Direct Torque Control of Induction motor using  Space Vector Mo...
Simulation of Direct Torque Control of Induction motor using Space Vector Mo...
 
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...
QUICK DYNAMIC TORQUE CONTROL IN DTC-HYSTERESIS-BASED INDUCTION MOTOR BY USING...
 
Detection and analysis of eccentricity
Detection and analysis of eccentricityDetection and analysis of eccentricity
Detection and analysis of eccentricity
 
Performance of Six-Pulse Line-Commutated Converter in DC Motor Drive Application
Performance of Six-Pulse Line-Commutated Converter in DC Motor Drive ApplicationPerformance of Six-Pulse Line-Commutated Converter in DC Motor Drive Application
Performance of Six-Pulse Line-Commutated Converter in DC Motor Drive Application
 
Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...
Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...
Closed Loop Speed Control of a BLDC Motor Drive Using Adaptive Fuzzy Tuned PI...
 
C0362015025
C0362015025C0362015025
C0362015025
 
J43055863
J43055863J43055863
J43055863
 
Da33612620
Da33612620Da33612620
Da33612620
 
Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...
Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...
Comparitive Analysis of Speed and Position Control of BLDC Motor via Field Or...
 
14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drive14. a variable speed, sensorless, induction motor drive
14. a variable speed, sensorless, induction motor drive
 
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
Speed Sensor less DTC of VSI fed Induction Motor with Simple Flux Regulation ...
 
Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...
Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...
Experimental Investigations of the Self-Controlled Synchronous Motor Connecte...
 
I010515361
I010515361I010515361
I010515361
 
Simulation and Analysis of Modified DTC of PMSM
Simulation and Analysis of Modified DTC of PMSMSimulation and Analysis of Modified DTC of PMSM
Simulation and Analysis of Modified DTC of PMSM
 
Sprabq8
Sprabq8Sprabq8
Sprabq8
 
An044259264
An044259264An044259264
An044259264
 

Mehr von International Journal of Power Electronics and Drive Systems

Mehr von International Journal of Power Electronics and Drive Systems (20)

Adaptive backstepping controller design based on neural network for PMSM spee...
Adaptive backstepping controller design based on neural network for PMSM spee...Adaptive backstepping controller design based on neural network for PMSM spee...
Adaptive backstepping controller design based on neural network for PMSM spee...
 
Classification and direction discrimination of faults in transmission lines u...
Classification and direction discrimination of faults in transmission lines u...Classification and direction discrimination of faults in transmission lines u...
Classification and direction discrimination of faults in transmission lines u...
 
Integration of artificial neural networks for multi-source energy management ...
Integration of artificial neural networks for multi-source energy management ...Integration of artificial neural networks for multi-source energy management ...
Integration of artificial neural networks for multi-source energy management ...
 
Rotating blade faults classification of a rotor-disk-blade system using artif...
Rotating blade faults classification of a rotor-disk-blade system using artif...Rotating blade faults classification of a rotor-disk-blade system using artif...
Rotating blade faults classification of a rotor-disk-blade system using artif...
 
Artificial bee colony algorithm applied to optimal power flow solution incorp...
Artificial bee colony algorithm applied to optimal power flow solution incorp...Artificial bee colony algorithm applied to optimal power flow solution incorp...
Artificial bee colony algorithm applied to optimal power flow solution incorp...
 
Soft computing and IoT based solar tracker
Soft computing and IoT based solar trackerSoft computing and IoT based solar tracker
Soft computing and IoT based solar tracker
 
Comparison of roughness index for Kitka and Koznica wind farms
Comparison of roughness index for Kitka and Koznica wind farmsComparison of roughness index for Kitka and Koznica wind farms
Comparison of roughness index for Kitka and Koznica wind farms
 
Primary frequency control of large-scale PV-connected multi-machine power sys...
Primary frequency control of large-scale PV-connected multi-machine power sys...Primary frequency control of large-scale PV-connected multi-machine power sys...
Primary frequency control of large-scale PV-connected multi-machine power sys...
 
Performance of solar modules integrated with reflector
Performance of solar modules integrated with reflectorPerformance of solar modules integrated with reflector
Performance of solar modules integrated with reflector
 
Generator and grid side converter control for wind energy conversion system
Generator and grid side converter control for wind energy conversion systemGenerator and grid side converter control for wind energy conversion system
Generator and grid side converter control for wind energy conversion system
 
Wind speed modeling based on measurement data to predict future wind speed wi...
Wind speed modeling based on measurement data to predict future wind speed wi...Wind speed modeling based on measurement data to predict future wind speed wi...
Wind speed modeling based on measurement data to predict future wind speed wi...
 
Comparison of PV panels MPPT techniques applied to solar water pumping system
Comparison of PV panels MPPT techniques applied to solar water pumping systemComparison of PV panels MPPT techniques applied to solar water pumping system
Comparison of PV panels MPPT techniques applied to solar water pumping system
 
Prospect of renewable energy resources in Bangladesh
Prospect of renewable energy resources in BangladeshProspect of renewable energy resources in Bangladesh
Prospect of renewable energy resources in Bangladesh
 
A novel optimization of the particle swarm based maximum power point tracking...
A novel optimization of the particle swarm based maximum power point tracking...A novel optimization of the particle swarm based maximum power point tracking...
A novel optimization of the particle swarm based maximum power point tracking...
 
Voltage stability enhancement for large scale squirrel cage induction generat...
Voltage stability enhancement for large scale squirrel cage induction generat...Voltage stability enhancement for large scale squirrel cage induction generat...
Voltage stability enhancement for large scale squirrel cage induction generat...
 
Electrical and environmental parameters of the performance of polymer solar c...
Electrical and environmental parameters of the performance of polymer solar c...Electrical and environmental parameters of the performance of polymer solar c...
Electrical and environmental parameters of the performance of polymer solar c...
 
Short and open circuit faults study in the PV system inverter
Short and open circuit faults study in the PV system inverterShort and open circuit faults study in the PV system inverter
Short and open circuit faults study in the PV system inverter
 
A modified bridge-type nonsuperconducting fault current limiter for distribut...
A modified bridge-type nonsuperconducting fault current limiter for distribut...A modified bridge-type nonsuperconducting fault current limiter for distribut...
A modified bridge-type nonsuperconducting fault current limiter for distribut...
 
The new approach minimizes harmonics in a single-phase three-level NPC 400 Hz...
The new approach minimizes harmonics in a single-phase three-level NPC 400 Hz...The new approach minimizes harmonics in a single-phase three-level NPC 400 Hz...
The new approach minimizes harmonics in a single-phase three-level NPC 400 Hz...
 
Comparison of electronic load using linear regulator and boost converter
Comparison of electronic load using linear regulator and boost converterComparison of electronic load using linear regulator and boost converter
Comparison of electronic load using linear regulator and boost converter
 

Kürzlich hochgeladen

Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdfSuman Jyoti
 
Intro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdfIntro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdfrs7054576148
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoorTop Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoordharasingh5698
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfRagavanV2
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfKamal Acharya
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptMsecMca
 
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...tanu pandey
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...SUHANI PANDEY
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...roncy bisnoi
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTbhaskargani46
 

Kürzlich hochgeladen (20)

Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
 
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank  Design by Working Stress - IS Method.pdfIntze Overhead Water Tank  Design by Working Stress - IS Method.pdf
Intze Overhead Water Tank Design by Working Stress - IS Method.pdf
 
Intro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdfIntro To Electric Vehicles PDF Notes.pdf
Intro To Electric Vehicles PDF Notes.pdf
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoorTop Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdf
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
 
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
 
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
NFPA 5000 2024 standard .
NFPA 5000 2024 standard                                  .NFPA 5000 2024 standard                                  .
NFPA 5000 2024 standard .
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
 

Performance identification of the asynchronous electric drives by the spectrum of rotor currents

  • 1. International Journal of Power Electronics and Drive System (IJPEDS) Vol. 10, No. 1, March 2019, pp. 211~218 ISSN: 2088-8694, DOI: 10.11591/ijpeds.v10.i1.pp211-218  211 Journal homepage: http://iaescore.com/journals/index.php/IJPEDS Performance identification of the asynchronous electric drives by the spectrum of rotor currents Vladimir L. Kodkin, Aleksandr S. Anikin, Aleksandr A. Baldenkov Department of Theoretical Fundamentals of Electrical Engineering, South Ural State University, Russia Article Info ABSTRACT Article history: Received Aug 23, 2018 Revised Oct 9, 2018 Accepted Nov 3, 2018 The efficiency of analyzing the rotor currents of asynchronous electric drives with frequency control is substantiated in the article. To assess the quality of torque generation in the engine it is suggested to use the spectral analysis of these currents and the fundamental harmonic, as the most accurate "conformity" of slip in an asynchronous motor. The proposed method showed that "sensorless vector" control leads to the appearance of high- frequency harmonics with significant amplitude. Because of these harmonics, a non-sinusoidal electromagnetic moment is created and the performance of the drive is decreased. The most effective method of torque generation is the frequency control with positive stator current feedback. This control is dominated by pronounced harmonic components, which indicates the proximity of this structure to linear and significantly better controllability of the drives, which makes promising their use in high-tech mechanisms, in particular, in industrial robots. Simulation and experiments confirm the proposed theoretical propositions. Keywords: Frequency control Rotor current Slip-ring rotor motor Spectral analysis Variable frequency drive Copyright © 2019 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Aleksandr S. Anikin, Department of Theoretical Fundamentals of Electrical Engineering, South Ural State University, 76, Lenin prospekt, Chelyabinsk, 454080, Russia. Email: anikinas@susu.ru 1. INTRODUCTION One of the important assumptions on which methods of describing and analyzing AC motors is based is the assumption of sinusoidal currents of the rotor and stator [1]-[4]. This assumption is made in the derivation of the Closs formula, the construction of vector diagrams, the derivation of vector control and DTC technology (Direct Torque Control) [5]-[12]. The non-sinusoidal nature of these currents is remembered only when analyzing the interference created by electric drives. However, in reality, non-sinusoidal currents greatly reduce the efficiency of asynchronous electric drives, reducing the effective torque. Examples of the recommended use of Schneider-Electric frequency converters in the rotation mechanisms of tower cranes are known. Operators, trying to apply wind compensation mode, at which they try to start the drive 3-4 times per second, claimed. that the vector-controlled drive "does not have time" to work out the mode, although "old" drives with contactor circuits performed these tasks. These examples were explained by the inexperience of the operators, however, in view of the proposed studies [13], [14], these conclusions should be revised. 2. PROBLEM DEFINITION It is rather difficult to estimate the spectral composition of the stator currents, which are the most accessible in asynchronous electric drives, since in them the predominance of the fundamental (carrier) frequency is very significant [15]-[18]. A short-circuited rotor is not available for measuring currents in it,
  • 2.  ISSN: 2088-8694 Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218 212 therefore, to identify the processes in an induction motor. The stand with a slip-ring rotor induction motor was created, into whose rotor circuits current sensors were mounted. The schematic diagram of this stand is shown in Figure 1. This stand includes the frequency converter (UZ1), which regulates speed of slip-ring induction motor (M1).The speed data were obtained from an encoder (BR) located on the motor shaft. The stand allows to register synchronous diagrams of rotation speed and rotor currents in static and transient processes, and the software to the digital USB oscilloscope Hantek DSC-2090 (PG) makes it possible to perform spectral analysis of signals, including rotor currents [19], [20]. Figure 1. Schematic diagram of the stand It should be noted that the frequency of the rotor current is very tightly connected with the slip in the motor, i.e. with a discrepancy between the speed of rotation of the electromagnetic field of the stator and the mechanical speed of rotation of the rotor. This discrepancy in the induction motor determines the developed mechanical moment, therefore, in terms of the magnitude of the slip or the frequency of the rotor current, it is possible to estimate the efficiency of the formation of a mechanical moment with this or that control method. It is very difficult to estimate the real slip in a drive with a frequency converter. The point is that with vector control and with the corrected scalar, the stator voltage frequency changes. Therefore, even if the speed of rotation exactly corresponds to the preset, the actual slip, i.e. the mismatch between the rotational speed of the electromagnetic field of the stator and the mechanical speed of the rotor can take any values. Consequently, the efficiency of the method of torque generation is higher, the smaller the slip required for a given moment. And best of all, the real slip is estimated by the rotary current frequency. 3. EXPERIMENTAL RESEARCH Similar results were obtained in experimental studies on a laboratory bench. Figures 2-5 show the time diagrams of the rotor currents at idle and under the same load close to the nominal one, as well as spectra indicating the main frequencies of the rotor currents [21], [22]. The values of the fundamental frequencies under load and no-load are shown in Table 1.
  • 3. Int J Pow Elec & Dri Syst ISSN: 2088-8694  Performance identification of the asynchronous electric drives by the spectrum of… (Vladimir L. Kodkin) 213 Figure 2. The diagram of the speed and current of the rotor of an asynchronous drive with vector control. Spectrum of the rotor current signal Figure 3. The diagram of the speed and current of the rotor of an asynchronous drive with closed-loop vector control. Spectrum of the rotor current signal Figure 4. Diagram of the speed and current of the rotor of an asynchronous drive with scalar control. Spectrum of the rotor current signal
  • 4.  ISSN: 2088-8694 Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218 214 Figure 5. Diagram of the speed and current of the rotor of an asynchronous drive with scalar control and stator current feedback. Spectrum of the rotor current signal Table 1. The values of the fundamental frequencies of the rotor currents under load and at no-load Control system no-load under load Vector control 2,1Hz 6,25 Hz Vector speed feedback control 2,1 Hz 8,75 Hz Scalar control without feedback 1,69 Hz 4,75 Hz Scalar control with stator current feedback 1,75 Hz 3,5 Hz Analysis of the spectra of rotor currents convincingly shows that the formation of the necessary torque in a vector-controlled electric drive, even when the speed loop is closed, is not the most effective, thereason for this is probably the presence of significant harmonics at a frequency of 3 to 8 Hz as shown in Figures 2 and 3.Attention should be drawn to Figure 3, vector control with feedback on the engine's rotation speed, after the load is thrown and the speed failure, the regulator "pulls" it, but the rotor current frequency does not change, which is indicative not of the efficiency of the torque generation algorithm for vector control, but about an increase in the frequency of the stator voltage. It is this structure that is implemented in the drive control scheme of the turn of the tower crane, which was mentioned in the introduction. The exceptionally "tightened" load parrying process is associated with insufficient torque and does not allow for the "quick" start-up modes of the turn actuator required for wind retarding attempts. And it should be recognized as "guilty" in this situation, an insufficient "understanding", especially the nonlinearities of an asynchronous electric drive. To explain these results, remaining within the assumptions made at the beginning of the article about the sinusoidal current of the rotor and the stator of an asynchronous electric motor under frequency control, is very difficult. Having considered the spectra of rotor currents, one can make the assumption of the presence of a much larger spectral composition of the rotor currents (and, consequently, of the stator currents) under vector control than in the case of a scalar one. It is very difficult to estimate the influence on the torque of these "harmful" harmonics by direct spectral analysis. But, estimating the fundamental harmonic of the rotor current, which corresponds to real slip, i.e. mismatch of the rotational speed of the stator field and mechanical rotation of the rotor, it can be concluded that the torque generation efficiency is effective for each of the considered control methods for an asynchronous motor (vector, scalar and scalar with dynamic positive stator current coupling). The results of the experiments as a whole coincide with the results of the experiments carried out earlier, but they contradict the generally accepted ideas. 4. MODELING PROCESSES IN AN ASYNCHRONOUS DRIVE Moreover, before the creation of the stand, the model of the electric drive based on the induction motor and the frequency converter with vector control was carried out. In Figure 6 is showed the scheme of the AC drives compiled in the Simulink application of the MATLAB software environment, and Figure 7 shows the block of the vector control system.
  • 5. Int J Pow Elec & Dri Syst ISSN: 2088-8694  Performance identification of the asynchronous electric drives by the spectrum of… (Vladimir L. Kodkin) 215 Figure 6. The model of AC drives with vector control Figure 7. The "Vector control" block The experiments were carried out in the following way: successive acceleration at idle speed to 10, 20, 30, 40 and 50 Hz and a load drop at each frequency reference. The load was set by stepwise action equal to the nominal value of the motor torque. In Figure 8 shows the results of simulation of acceleration and load sketches at different speeds of rotation under vector control, in Figure 9 - with scalar without feedback, in Figure 10 - with scalar control with positive feedback on the stator current.
  • 6.  ISSN: 2088-8694 Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218 216 Figure 8. Modelling processes in an asynchronous electric drive with vector control system Figure 9. Modelling processes in an asynchronous electric drive with scalar control without feedback The frequency of the rotor current under load (at a speed of 90 rad / s) with vector control is 10.6Hz, scalar without feedback - 2.72Hz, scalar with feedback on the stator current - 1.74Hz.It is obvious that the frequency of the rotor currents is the lowest in the model of the system with a positive feedback on the stator current, while working at low speeds is stabilized in comparison with scalar control and, in practice, there are no speed dips in the load sketches, and in comparison with the vector one - significantly smaller frequency of the rotor current and, accordingly, real slip [13], [23], [24]. The frequency of the rotor currents is the lowest in the model of the system with a positive feedback on the stator current, which indicates a more efficient algorithm for the formation of a mechanical moment. At that, in comparison with the scalar control in an electric drive with a positive stator current connection, work at low speeds is stabilized and, in practice, there are no speed dips in the case of load surges, and in comparison with the vector there are significantly lower frequencies of the rotor current and, accordingly, the frequency of real slip. Analytic way to explain and, even more so. to predict this situation is almost impossible, so let's turn to experiments.
  • 7. Int J Pow Elec & Dri Syst ISSN: 2088-8694  Performance identification of the asynchronous electric drives by the spectrum of… (Vladimir L. Kodkin) 217 Figure 10. Modelling processes in an asynchronous electric drive with scalar control with feedback on the stator current 5. CONCLUSIONS Thus, the spectral analysis of the rotor currents of an asynchronous electric drive has shown that the most effective method of torque generation will be frequency control with positive stator current feedback. As the spectral analysis shows, this control is dominated by pronounced harmonic components, which indicates the proximity of this structure to linear and significantly better controllability of the drives, which makes promising their use in high-tech mechanisms, in particular, in industrial robots. REFERENCES [1] Usoltsev, A.A, “Vector control of asynchronous motors,” Tutorial. - Spb.: ITMO, 120 p, 2002. http://servomotors.ru/documentation/frequency_control_of_asynchronous_motors/chastupr.pdf [2] Pozdeev, A.D, “Electromagnetic and electromechanical processes in frequency-controlled asynchronous electric drives,” - Cheboksary: Publishing house Chuvash University, 172 p, 1998. [3] Sokolovsky, G.G. AC electric drives with frequency control. - Moscow: "ACADEMIA", 267 p, 2006. [4] Srinivas Gangishetti, Tarakalyani Sandipamu, “Different Control Schemes for Sensor Less Vector Control of Induction Motor,” International Journal of Power Electronics and Drive System (IJPEDS), Vol. 8, No. 2, pp. 712~721, June 2017. [5] Kodkin V. L., Anikin A. S, “Frequency control of asynchronous electric drives in transport,” 2015 International Siberian Conference on Control and Communications (SIBCON), 2015. [6] V.L. Kodkin, A.S. Anikin, Ya. A, “Shmarin Effective Frequency Control for Induction Electric Drives under Overloading,” Russian Electrical Engineering, Vol. 85, No. 10, pp. 641–644, 2014. [7] Park R., Robertson B., “The reactances of synchronous machines,” Tr. AIEE,vol. 47, 1928. [8] Md. Rashedul Islam, Md. Maruful Islam, Md. Kamal Hossain, “Pintu Kumar Sadhu Performance Analysis of a DTC and SVM Based Field-Orientation Control Induction Motor Drive,” International Journal of Power Electronics and Drive System (IJPEDS), Vol. 5, No. 3, pp. 336~343, February 2015. [9] Shevchenko, A.F. and Abdel’ Maksud Selim, S.A., “Vector control of stator’s current in synchronous motor with permanent magnets for drowned pump drive,” Nauchn. Vestn. Novosib. Gos. Tekhn. Univ., no. 2(43), 2011. [10] Yahya Ahmed Alamri, Nik Rumzi Nik Idris, Ibrahim Mohd. Alsofyani, Tole Sutikno, “Improved Stator Flux Estimation for Direct Torque Control of Induction Motor Drives,” International Journal of Power Electronics and Drive System (IJPEDS), Vol. 7, No. 4, pp. 1049~1060, December 2016. [11] Kodkin V.L, “Problems of introducing frequency regulation in the mining industry / V.L. Kodkin, M.A. Malcher, A.S. Anikin,” Bulletin of SUSU. series "Energy". Issue. 18. - No. 37 (296). - P. 154, 2012. [12] M. Jannati, N. R. N. Idris, and M. J. A. Aziz, "Speed Sensorless Fault-Tolerant Drive System of 3-Phase Induction Motor Using Switching Extended Kalman Filter" TELKOMNIKA Indonesian Journal of Electrical Engineering, vol. 12, 2014. [13] Kodkin V.L, “Experimental Research of Asynchronous Electric Drive with Positive Dynamic Feedback on Stator Current,” III International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2017 – Proceedings, 2017.
  • 8.  ISSN: 2088-8694 Int J Pow Elec & Dri Syst, Vol. 10, No. 1, March 2019 : 211 – 218 218 [14] V.L. Kodkin, A.S. Anikin, Ya.A. Shmarin, “Dynamic Load Disturbance Correction for Alternative Current Electric Drives,” II International Conference on Industrial Engineering, Applications and Manufacturing, ICIEAM 2016 – Proceedings, 2017. [15] Vorob'ev, N.N, Theory of series, 4 ed., Revised. And additional. - Moscow: Science, 408 p, 1979. [16] Bonar D.D., Khoury M.J., “Real Infinite Series,” The Mathematical Association of America, 274 p., 2006. [17] Mejlbro L, “Fourier Series and Systems of Differential Equations and Eigenvalue Problems: Guidelines for Solutions of Problems,” Leif Mejlbro & Ventus Publishing Aps, 125 p, 2007. [18] Loday-Richaud M., “Divergent Series, Summability and Resurgence II. Simple and Multiple Summability,” Springer International Publishing, 272 p, 2016. [19] Anikin A.S. Dynamic positive coupling in asynchronous electric drives with frequency control / А.С. Anikin, V.L. Kodkin, A.A. Baldenkov // "Priorities of world science: experiment and scientific discussion" Materials of the 8th international scientific conference. Scientific and Publishing Center "Otkrytie". North Charleston, SC, USA, 17-18. - P.119-124, June 2015. [20] V.L. Kodkin, Ya.A. Shmarin, A.S. Anikin, AA Baldenkov, N.A. Loginova, “Correction of dynamic moment perturbations in electric drives of alternating current” Science of SUSU. Materials of the 68th scientific conference, pp 805-814, 2016. [21] V.L. Kodkin, A.S. Anikin, A.A. Baldenkov, “Spectral Analysis of Rotor Currents in Frequency-controlled Electric Drives,” 2nd International Conference on Automation, Mechanical and Electrical Engineering, AMEE 2017 – Proceedings. – 2017 [22] V.L. Kodkin, A.S. Anikin, A.A. Baldenkov, “The analysis of the quality of the frequency control of induction motor carried out on the basis of the processes in the rotor circuit,” XI International Scientific and Technical Conference “Dynamics of Systems, Mechanisms and Machines” – Proceedings – 2017.Оmsk, 14-16.11.2017 [23] Kodkin. V.L, “Methods of optimizing the speed and accuracy of optical complex guidance systems based on equivalence of automatic control system domain of attraction and unconditional stability of their equivalent circuits,” Proceedings of SPIE - The International Society for Optical Engineering. – 2016 [24] V.L. Kodkin, A.S. Anikin, A.A. Baldenkov, “Analysis of stability of electric drives as non-linear systems according to Popov criterion adjusted to amplitude and phase frequency characteristics of its elements,” 2nd International Conference on Applied Mathematics, Simulation, and Modeling AMSM 2017 – Proceedings. – 2017