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The International Journal Of Engineering And Science (IJES)
|| Volume || 3 || Issue || 6 || Pages || 68-72|| 2014 ||
ISSN (e): 2319 – 1813 ISSN (p): 2319 – 1805
www.theijes.com The IJES Page 68
Sensorless Control Algorithm For High Dynamic Performance
PMSM
Shruthi N M, Dr. Shivanna S, Prof.K.V.Devadas
Department of Electrical and Electronics Engineering KVG College of Engineering, Sullia, D.K
Karnataka, India
-------------------------------------------------------ABSTRACT----------------------------------------------------
A low-time-consuming and low-cost sensorless-control algorithm for high-dynamic performance
permanent-magnet synchronous motors, both surface and internal permanent-magnet mounted for position and
speed estimation is introduced. This control algorithm is based on the estimation of rotor speed and angular
position starting from the back electromotive force space-vector determination without voltage sensors by using
the reference voltages given by the current controllers instead of the actual ones. This choice obviously
introduces some errors that must be vanished by means of a compensating function. The novelties of the
proposed estimation algorithm are the position-estimation equation and the process of compensation of the
inverter phase lag that also suggests the final mathematical form of the estimation. The mathematical structure
of the estimation guarantees a high degree of robustness against parameter variation. The proposed low-cost
sensorless-control algorithm shows the high dynamic performances of the sensorless-control system also with
reduced equipment.
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Date of Submission: 08 June 2014 Date of Publication: 25 June 2014
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I. INTRODUCTION
Permanent magnet synchronous motor drives are becoming more popular in industrial applications,
machine tools and residential applications. In a PMSM the excitation is provided by means of using permanent
magnets mounted on the rotor. PMSM present numerous advantages such as high efficiency, high torque to
inertia ratio, high power density, reliability and long life. Industrial applications require variable speed drive
systems. In order to optimally control a PMSM, the position and or the speed of the shaft must be known. The
position and speed of the shaft is usually determined using a position transducer or encoder. By knowing the
rotor position, the PMSM can be controlled in such a way that it provides full torque at zero speed. This is
achieved by maintaining an appropriate angle between the stator and rotor magnetic fields. However the use of a
position encoder adds some important disadvantages to the PMSM drive system including increased drive
system cost, increased complexity and maintenance, reduced reliability and increased size of the drive system.
In order to solve these problems related to the use of position transducers, the sensor-less control of PMSM
has been proposed. The idea is to get rid of the position transducer and try to determine the actual rotor position
by measuring other variables such as voltages and currents in the PMSM.
In the proposed scheme, a low-time-consuming and low-cost sensorless-control algorithm for high-
dynamic performance permanent- magnet synchronous motors, both surface and internal permanent-magnet
mounted for position and speed estimation is introduced. The sensorless-control system is based on the back
EMF space-vector estimation. The use of the back EMF space vector is advantageous with respect to any other
system using flux estimation because of the integrator elimination avoiding the problem of integration drift that
requires opportune devices or subsystems for its compensation. The mathematical structure of the estimation
guarantees a high degree of robustness against parameter variation.
Sensorless Control Algorithm For…
www.theijes.com The IJES Page 69
II. PROBLEM DEFINITION
High performance control of AC machines requires the information of several electromagnetic and
mechanical variables including currents, voltages, fluxes, speed and position. Current and voltage sensors are
robust and give sufficiently accurate measurements, and so are adopted for closed loop control. The speed and
position sensors are more delicate and often pose serious threats to control issues, so speed sensorless operation
is sought in many applications that require open loop control. To extract speed and position information without
using speed sensors, back emf sensorless control algorithm has been proposed.
III. METHODOLOGY
Description of the Estimator :
Fig. 1. Electrical-drive machine block diagram with sensorless control for PMSM.
The proposed sensorless-control technique is the determination of the back EMF space vector without
voltage measurements by using the reference voltages instead of the actual ones so that the system is a low-cost
and reliable one. In the control system, whose block scheme is shown in Fig. 1, the motor supply voltage values
that constitute some inputs of the estimator are replaced with reference-voltage signals (va* ,vb* and vc*)
generated by the current regulator. Considering the inverter reference-voltage signals instead of the real supply
voltages implies, obviously, some approximations in the back EMF determination. It is worthwhile to observe
that better performances are obtained if the rotor position and speed determination would be committed directly
to the determination of the back EMF space vector eS and not to the determination of the flux space vector. This
is essentially due to the absence of flux signal integrator. Furthermore, elimination of analog integrators
improves the benefits in analog circuitry due to the absence of components suffering from thermal drift.
In the proposed estimator, the error signal is processed by the PI compensator to derive the speed of the rotor
and the angle of the rotor is calculated by integrating the estimated speed. This makes the vulnerable to noise.
The experimental research has shown that the proposed estimator provides very accurate and robust speed
information for the application. But at zero and low speed, the back emf voltage is not enough for the proposed
vector control. Hence for the seamless operation from zero speed, the current has been controlled with a
constant magnitude and a pre-patterned frequency. Here the synchronous reference frame is derived by
integrating the frequency.
MACHINE DETAILS
Sensorless Control Algorithm For…
www.theijes.com The IJES Page 70
IV. MATLAB MODEL
Simulations been made in order to validate the proposed estimation algorithm under two conditions;
1) step change in motor speed from 400 up to 4000 r/min (nominal speed) and back again to 400 r/min;
2) sudden application of a 1.8-N · m load torque while the motor runs at 4000 r/min speed;
SIMULATION RESULT
1) When step change in motor speed from 400 up to 4000 r/min (nominal speed) and back again to 400 r/min,
the control block and the simulation s are shown
Fig 2.Real &estimated speed for step change in motor speed from 400 up to 4000rpm
Fig.3 Real& estimated position for step change in motor speed from 400 up to 4000rpm
Sensorless Control Algorithm For…
www.theijes.com The IJES Page 71
2)During sudden application of a 1.8-N · m load torque while the motor runs at 4000 r/min speed , the control
block and the simulations are shown:
Fig.4 Real &estimated speed & position when the motor runs at 4000rpm
Fig.5 Real &estimated position when the motor runs at 4000rpm
V. CONCLUSION
Back EMF determination shows the high dynamic performance of the proposed algorithm. The
proposed scheme make the electrical drive cheaper and suitable for industrial drives both surface and internal
mounted PM. The algorithm is considered a very good alternative in terms of economy and precision without
lack of performances and exhibits an increase in reliability.
REFERENCES
[1] M. Rashed, P. F. A. MacConnell, A. Fraser, P. Stronach, and S. Acarnley, ―Sensorless indirect-rotor-field-orientation speed control
of a permanentmagnet synchronous motor with stator-resistance estimation,‖ IEEE Trans. Ind. Electron., vol. 54, no. 3, pp. 1664–
1675, Jun. 2007.
[2] T. D. Batzel and K. Y. Lee, ―Electric propulsion with the sensorless permanent magnet synchronous motor: Model and approach,‖
IEEE Trans. Energy Convers., vol. 20, no. 4, pp. 818–825, Dec. 2005.
[3] J.-K. Seok, J.-K. Lee, and D.-C. Lee, ―Sensorless speed control of nonsalient permanent magnet synchronous motor using rotor-
positiontracking PI controller,‖ IEEE Trans. Ind. Electron., vol. 53, no. 2, pp. 399– 405, Apr. 2006.
Sensorless Control Algorithm For…
www.theijes.com The IJES Page 72
[4] O. Wallmark and L. Harnefors, ―Sensorless control of salient PMSM drives in the transition region,‖ IEEE Trans. Ind. Electron.,
vol. 53, no. 4, pp. 1179–1187, Jun. 2006.
[5] M. J. Corley and R. D. Lorenz, ―Rotor position and velocity estimation for a salient-pole permanent magnet synchronous machine at
standstill and high speed,‖ IEEE Trans. Ind. Appl., vol. 34, no. 4, pp. 784–789, Jul./Aug. 1998.
[6] S. Ogasawara and H. Akagi, ―Implementation and position control performance of a position-sensorless IPM motor drive system
based on magnetic saliency,‖ IEEE Trans. Ind. Appl., vol. 34, no. 4, pp. 806–812, Jul./ Aug. 1998.
[7] S. Ogasawara and H. Akagi, ―An approach to real-time position estimation at zero and low speed for PM motor based on saliency,‖
IEEE Trans. Ind. Appl., vol. 34, no. 1, pp. 163–168, Jan./Feb. 1998.
[8] G. Pesse and T. Paga, ―A permanent magnet synchronous motor flux control scheme without position sensor,‖ in Proc. EPE,
Trondheim, Norway, 1997, pp. 553–568.
[9] J. Barrenscheen, D. Flieller, D. Kalinowski, and J. P. Louis, ―A new sensorless speed and torque control for permanent magnet
synchronous motors: Realisation and modelling,‖ in Proc. EPE, Sevilla, Spain, 1995, pp. 839–844.
[10] J. Oyama, T. Abe, T. Higuchi, E. Yamada, and K. Shibahara, ―Position sensor-less control of half-wave rectified brushless
synchronous motor,‖ in Proc. EPE, Sevilla, Spain, 1995, pp. 149–153.
[11] Z. M. A. Peixoto, F. M. F. Sa, P. F. Seixas, B. R. Menezes, and P. C. Cortizo, ―Design of sliding observer for back electromotive
force, position and speed estimation of interior magnet motors,‖ in Proc. EPE, Sevilla, Spain, 1995, pp. 833–838.
[12] L. Ben-Brahim and A. Kawamura, ―A fully digitized field-oriented controlled induction motor drive using only current sensor,‖
IEEE Trans. Ind. Appl., vol. 39, no. 3, pp. 241–249, Jun. 1992.
[13] J. Holtz, ―pulsewidth modulation—A survey,‖ IEEE Trans. Ind. Electron., vol. 39, no. 5, pp. 410–420, Oct. 1992.
[14] A. Cataliotti, F. Genduso, A. Raciti, and G. R. Galluzzo, ―Generalized PWM–VSI control algorithm based on a universal duty-cycle
expression: Theoretical analysis, simulation results, and experimental validations,‖ IEEE Trans. Ind. Electron., vol. 54, no. 3, pp.
1569–1580, Jun. 2007.
[15] N. Matsui and M. Shigyo, ―Brushless dc motor control without sensors,‖ IEEE Trans. Ind. Appl., vol. 28, no. 1, pp. 120–127,
Jan./Feb. 1992.

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  • 1. The International Journal Of Engineering And Science (IJES) || Volume || 3 || Issue || 6 || Pages || 68-72|| 2014 || ISSN (e): 2319 – 1813 ISSN (p): 2319 – 1805 www.theijes.com The IJES Page 68 Sensorless Control Algorithm For High Dynamic Performance PMSM Shruthi N M, Dr. Shivanna S, Prof.K.V.Devadas Department of Electrical and Electronics Engineering KVG College of Engineering, Sullia, D.K Karnataka, India -------------------------------------------------------ABSTRACT---------------------------------------------------- A low-time-consuming and low-cost sensorless-control algorithm for high-dynamic performance permanent-magnet synchronous motors, both surface and internal permanent-magnet mounted for position and speed estimation is introduced. This control algorithm is based on the estimation of rotor speed and angular position starting from the back electromotive force space-vector determination without voltage sensors by using the reference voltages given by the current controllers instead of the actual ones. This choice obviously introduces some errors that must be vanished by means of a compensating function. The novelties of the proposed estimation algorithm are the position-estimation equation and the process of compensation of the inverter phase lag that also suggests the final mathematical form of the estimation. The mathematical structure of the estimation guarantees a high degree of robustness against parameter variation. The proposed low-cost sensorless-control algorithm shows the high dynamic performances of the sensorless-control system also with reduced equipment. --------------------------------------------------------------------------------------------------------------------------------------- Date of Submission: 08 June 2014 Date of Publication: 25 June 2014 --------------------------------------------------------------------------------------------------------------------------------------- I. INTRODUCTION Permanent magnet synchronous motor drives are becoming more popular in industrial applications, machine tools and residential applications. In a PMSM the excitation is provided by means of using permanent magnets mounted on the rotor. PMSM present numerous advantages such as high efficiency, high torque to inertia ratio, high power density, reliability and long life. Industrial applications require variable speed drive systems. In order to optimally control a PMSM, the position and or the speed of the shaft must be known. The position and speed of the shaft is usually determined using a position transducer or encoder. By knowing the rotor position, the PMSM can be controlled in such a way that it provides full torque at zero speed. This is achieved by maintaining an appropriate angle between the stator and rotor magnetic fields. However the use of a position encoder adds some important disadvantages to the PMSM drive system including increased drive system cost, increased complexity and maintenance, reduced reliability and increased size of the drive system. In order to solve these problems related to the use of position transducers, the sensor-less control of PMSM has been proposed. The idea is to get rid of the position transducer and try to determine the actual rotor position by measuring other variables such as voltages and currents in the PMSM. In the proposed scheme, a low-time-consuming and low-cost sensorless-control algorithm for high- dynamic performance permanent- magnet synchronous motors, both surface and internal permanent-magnet mounted for position and speed estimation is introduced. The sensorless-control system is based on the back EMF space-vector estimation. The use of the back EMF space vector is advantageous with respect to any other system using flux estimation because of the integrator elimination avoiding the problem of integration drift that requires opportune devices or subsystems for its compensation. The mathematical structure of the estimation guarantees a high degree of robustness against parameter variation.
  • 2. Sensorless Control Algorithm For… www.theijes.com The IJES Page 69 II. PROBLEM DEFINITION High performance control of AC machines requires the information of several electromagnetic and mechanical variables including currents, voltages, fluxes, speed and position. Current and voltage sensors are robust and give sufficiently accurate measurements, and so are adopted for closed loop control. The speed and position sensors are more delicate and often pose serious threats to control issues, so speed sensorless operation is sought in many applications that require open loop control. To extract speed and position information without using speed sensors, back emf sensorless control algorithm has been proposed. III. METHODOLOGY Description of the Estimator : Fig. 1. Electrical-drive machine block diagram with sensorless control for PMSM. The proposed sensorless-control technique is the determination of the back EMF space vector without voltage measurements by using the reference voltages instead of the actual ones so that the system is a low-cost and reliable one. In the control system, whose block scheme is shown in Fig. 1, the motor supply voltage values that constitute some inputs of the estimator are replaced with reference-voltage signals (va* ,vb* and vc*) generated by the current regulator. Considering the inverter reference-voltage signals instead of the real supply voltages implies, obviously, some approximations in the back EMF determination. It is worthwhile to observe that better performances are obtained if the rotor position and speed determination would be committed directly to the determination of the back EMF space vector eS and not to the determination of the flux space vector. This is essentially due to the absence of flux signal integrator. Furthermore, elimination of analog integrators improves the benefits in analog circuitry due to the absence of components suffering from thermal drift. In the proposed estimator, the error signal is processed by the PI compensator to derive the speed of the rotor and the angle of the rotor is calculated by integrating the estimated speed. This makes the vulnerable to noise. The experimental research has shown that the proposed estimator provides very accurate and robust speed information for the application. But at zero and low speed, the back emf voltage is not enough for the proposed vector control. Hence for the seamless operation from zero speed, the current has been controlled with a constant magnitude and a pre-patterned frequency. Here the synchronous reference frame is derived by integrating the frequency. MACHINE DETAILS
  • 3. Sensorless Control Algorithm For… www.theijes.com The IJES Page 70 IV. MATLAB MODEL Simulations been made in order to validate the proposed estimation algorithm under two conditions; 1) step change in motor speed from 400 up to 4000 r/min (nominal speed) and back again to 400 r/min; 2) sudden application of a 1.8-N · m load torque while the motor runs at 4000 r/min speed; SIMULATION RESULT 1) When step change in motor speed from 400 up to 4000 r/min (nominal speed) and back again to 400 r/min, the control block and the simulation s are shown Fig 2.Real &estimated speed for step change in motor speed from 400 up to 4000rpm Fig.3 Real& estimated position for step change in motor speed from 400 up to 4000rpm
  • 4. Sensorless Control Algorithm For… www.theijes.com The IJES Page 71 2)During sudden application of a 1.8-N · m load torque while the motor runs at 4000 r/min speed , the control block and the simulations are shown: Fig.4 Real &estimated speed & position when the motor runs at 4000rpm Fig.5 Real &estimated position when the motor runs at 4000rpm V. CONCLUSION Back EMF determination shows the high dynamic performance of the proposed algorithm. The proposed scheme make the electrical drive cheaper and suitable for industrial drives both surface and internal mounted PM. The algorithm is considered a very good alternative in terms of economy and precision without lack of performances and exhibits an increase in reliability. REFERENCES [1] M. Rashed, P. F. A. MacConnell, A. Fraser, P. Stronach, and S. Acarnley, ―Sensorless indirect-rotor-field-orientation speed control of a permanentmagnet synchronous motor with stator-resistance estimation,‖ IEEE Trans. Ind. Electron., vol. 54, no. 3, pp. 1664– 1675, Jun. 2007. [2] T. D. Batzel and K. Y. Lee, ―Electric propulsion with the sensorless permanent magnet synchronous motor: Model and approach,‖ IEEE Trans. Energy Convers., vol. 20, no. 4, pp. 818–825, Dec. 2005. [3] J.-K. Seok, J.-K. Lee, and D.-C. Lee, ―Sensorless speed control of nonsalient permanent magnet synchronous motor using rotor- positiontracking PI controller,‖ IEEE Trans. Ind. Electron., vol. 53, no. 2, pp. 399– 405, Apr. 2006.
  • 5. Sensorless Control Algorithm For… www.theijes.com The IJES Page 72 [4] O. Wallmark and L. Harnefors, ―Sensorless control of salient PMSM drives in the transition region,‖ IEEE Trans. Ind. Electron., vol. 53, no. 4, pp. 1179–1187, Jun. 2006. [5] M. J. Corley and R. D. Lorenz, ―Rotor position and velocity estimation for a salient-pole permanent magnet synchronous machine at standstill and high speed,‖ IEEE Trans. Ind. Appl., vol. 34, no. 4, pp. 784–789, Jul./Aug. 1998. [6] S. Ogasawara and H. Akagi, ―Implementation and position control performance of a position-sensorless IPM motor drive system based on magnetic saliency,‖ IEEE Trans. Ind. Appl., vol. 34, no. 4, pp. 806–812, Jul./ Aug. 1998. [7] S. Ogasawara and H. Akagi, ―An approach to real-time position estimation at zero and low speed for PM motor based on saliency,‖ IEEE Trans. Ind. Appl., vol. 34, no. 1, pp. 163–168, Jan./Feb. 1998. [8] G. Pesse and T. Paga, ―A permanent magnet synchronous motor flux control scheme without position sensor,‖ in Proc. EPE, Trondheim, Norway, 1997, pp. 553–568. [9] J. Barrenscheen, D. Flieller, D. Kalinowski, and J. P. Louis, ―A new sensorless speed and torque control for permanent magnet synchronous motors: Realisation and modelling,‖ in Proc. EPE, Sevilla, Spain, 1995, pp. 839–844. [10] J. Oyama, T. Abe, T. Higuchi, E. Yamada, and K. Shibahara, ―Position sensor-less control of half-wave rectified brushless synchronous motor,‖ in Proc. EPE, Sevilla, Spain, 1995, pp. 149–153. [11] Z. M. A. Peixoto, F. M. F. Sa, P. F. Seixas, B. R. Menezes, and P. C. Cortizo, ―Design of sliding observer for back electromotive force, position and speed estimation of interior magnet motors,‖ in Proc. EPE, Sevilla, Spain, 1995, pp. 833–838. [12] L. Ben-Brahim and A. Kawamura, ―A fully digitized field-oriented controlled induction motor drive using only current sensor,‖ IEEE Trans. Ind. Appl., vol. 39, no. 3, pp. 241–249, Jun. 1992. [13] J. Holtz, ―pulsewidth modulation—A survey,‖ IEEE Trans. Ind. Electron., vol. 39, no. 5, pp. 410–420, Oct. 1992. [14] A. Cataliotti, F. Genduso, A. Raciti, and G. R. Galluzzo, ―Generalized PWM–VSI control algorithm based on a universal duty-cycle expression: Theoretical analysis, simulation results, and experimental validations,‖ IEEE Trans. Ind. Electron., vol. 54, no. 3, pp. 1569–1580, Jun. 2007. [15] N. Matsui and M. Shigyo, ―Brushless dc motor control without sensors,‖ IEEE Trans. Ind. Appl., vol. 28, no. 1, pp. 120–127, Jan./Feb. 1992.