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Overview of Speed Sensorless Control of Permanent Magnet Synchronous Motors

  • Yuhang ZhangEmail author
  • Wangyu Qin
  • Dawei Zheng
  • Chongxia Zhou
  • Jianhui Liu
Conference paper
Part of the Communications in Computer and Information Science book series (CCIS, volume 980)

Abstract

The control system of speed sensorless for permanent magnet synchronous motor (PMSM) is an important issue for its advantages such as high precision in control, quite convenience in installation and strong reliability in performance. This paper introduces the development history and present situation of the speed sensorless control technology of PMSM. Then, it is analyzed and compared on the control strategy of speed sensor technology in both medium-to-high speed range and zero-to-low speed range. Finally, the research which emphasizes and development trend of speed sensorless control technology is pointed out.

Keywords

Permanent magnet synchronous motor (PMSM) Speed sensorless Control strategy 

References

  1. 1.
    Lou, Z.Y.: Research Speed Sensorless Control at zero speed for PMSM. J. Inf. Technol. 6, 139–143 (2016)Google Scholar
  2. 2.
    Pan, S.L., Gao.J.: Overview of speed sensorless control technology for permanent magnet synchronous motors. J. Micromotors 51(03), 62–69 (2018)Google Scholar
  3. 3.
    Yang, B., Deng, F.J.: Overview of motor speed sensorless control research for PMSM. J. Servo Control Z4, 35–37 (2015)Google Scholar
  4. 4.
    Abbondanti, A., Brennen, M.B.: Variable speed induction motor drives use electronic slip calculator based on motor voltages and currents. IEEE Trans. J. Ind. Appl. 5, 438–498 (1975)Google Scholar
  5. 5.
    Ishida, M., Hayashi, K., Ueda, M.: A speed detection method of squirrel-cage induction motor utilizing rotor slot harmonics in the air gap and its application to slip frequency control. J. Electr. Eng. Jpn. 99, 74–84 (1979)CrossRefGoogle Scholar
  6. 6.
    Joetten, R., Maeder, G.: Control methods for gooddynamic performance induction motor drives based on current and voltage as measured quantities. IEEE Trans. J. Ind. Appl. 3, 356–363 (1983)CrossRefGoogle Scholar
  7. 7.
    Jones, L.A., Lang, J.H.: A state observer for the permanent-magnet synchronous motor. J. IEEE Trans. Ind. Electron. 36(3), 374–382 (1989)CrossRefGoogle Scholar
  8. 8.
    Corley, M.J., Lorenz, R.D.: Rotor position and velocity estimation for a salient-pole permanent magnet synchronous machine at standstill and high speeds. IEEE Trans. J. Ind. Appl. 34(4), 784–789 (1998)CrossRefGoogle Scholar
  9. 9.
    Kim, J.S., Sul, S.K.: New approach for the low-speed operation of PMSM drives without rotational position sensors. IEEE Trans. J. Power Electron. 11(3), 512–519 (1996)CrossRefGoogle Scholar
  10. 10.
    Holtz, J.: Acquisition of position error and magnet polarity for sensor-less control of PM synchronous machines. IEEE Trans. J. Ind. Appl. 44(4), 1172–1180 (2008)MathSciNetCrossRefGoogle Scholar
  11. 11.
    Lu, X.Y., Liu, G., Mao, W., Chen, B.D.: Initial position detection of permanent magnet motor based on virtual pulsating high-frequency injection method. J. Trans. China Electrotech. Soc. 32(23), 34–41 (2017)Google Scholar
  12. 12.
    Sun, F.F., Huang, X.H., Chen, Y.: Sensorless control strategy for permanent magnet synchronous motor of improved sliding mode observer. J. Explos. Proof Electr. Mach. 52(01), 1–5 (2017)Google Scholar
  13. 13.
    Gao, J.S., Xie, M., Zhu, Q.: Speed and rotor position estimation of sensorless PMSM based on EKF. J. Electron. Sci. Technol. 30(12), 55–58 (2017)Google Scholar
  14. 14.
    Zhong, Y.F., Jin, M.J., Shen, J.X.: Full speed range sensorless control of permanent magnet synchronous motor with phased PI regulator-based model reference adaptive system. J. Proc. CSEE 38(04), 1203–1211 (2018)Google Scholar
  15. 15.
    Li, Y.Q., Yang, M., Long, J., Liu, Z.R.i, Xu, D.G.: Current sensorless predictive control based on extended Kalman filter for PMSM drives. J. Electr. Mach. Control. Appl. 45(01), 107–113 (2018)Google Scholar
  16. 16.
    Zhang, B., Ge, Q.G., Liu, J.X., Wang, X.X., Li, Y.H.: Research on speed sensorless control of long stator linear synchronous motor based on EEMF. J. Trans. China Electrotech. Soc. 32(23), 91–99 (2017)CrossRefGoogle Scholar
  17. 17.
    Chen, J., Shang, H.T., Wang, J.F.: An improved maximum torque per ampere control method for permanent magnet synchronous motor. J. Small Spec. Electr. Mach. 44(12), 53–57 (2016)Google Scholar
  18. 18.
    Zhong, Q., Ma, H.Z., Zhang, Z.Y., Ding, F., Cheng, H.Y.: Analysis of demagnetization fault for PMSM of electric vehicle based on back-EMF mathematical model. J. High Volt. Apparatus 50(09), 35–40 (2014)Google Scholar
  19. 19.
    Baratieri, C.L., Pinheiro, H.: New variable gain super-twisting sliding mode observer for sensorless vector control of nonsinusoidal back-EMF PMSM. J. Control. Eng. Pract. 52, 59–69 (2016)CrossRefGoogle Scholar
  20. 20.
    Xu, J., Duan, F., Jiang, T.Y.: A fuzzy logic based MRAS scheme used in sensorless control of permanent magnet synchronous motor drives. J. Electr. Mach. Control Appl. 42(12), 55–58 (2015)Google Scholar
  21. 21.
    Zhao, Y.W., Wang, Y., Li, K.: Improved parameter identification method of PMSM based on MRAS. J. Micromotors 47(02), 29–32 (2014)Google Scholar
  22. 22.
    Wang, X.D., Liu, G.: Sensorless control of high speed permanent magnet synchronous motor based on modified sliding-mode observer. J. Adv. Mater. Res. 3294(986), 156–167 (2014)Google Scholar
  23. 23.
    Han, T.Y., Wang, Z.H., Han, F.F.: A new sliding-mode observer for sensorless control of permanent magnet synchronous motor. J. Appl. Mech. Mater. 740, 76–82 (2015)Google Scholar
  24. 24.
    Lu, Y.Q., Lin, H.Y., Feng, W., Han, J.L.: Soft switching sliding mode observer for PMSM sensorless control. J. Trans. China Electrotech. Soc. 30(02), 106–113 (2015)Google Scholar
  25. 25.
    Song, S.L., Wu, Y.Z., Yang, W.X.: Backstepping-based terminal sliding mode control for permanent magnet synchronous motor speed control system. J. Autom. Instrum. 33(05), 25–29 (2018)Google Scholar
  26. 26.
    Zhang, H.G., Zhang, L., Wang, B.L., Ye, Y.Z., Wan, H., Xu, B.: A Kalman filter for permanent magnet synchronous motor speed sensor. Electr. Mach. Control Appl. 44(07), 20–25 (2017)Google Scholar
  27. 27.
    Zhang, Y., Cheng, X.F., Veluvolu, K.C.: Sensorless control of permanent magnet synchronous motors and EKF parameter tuning research. J. Math. Probl. Eng. 2016, 12 pages (2016)Google Scholar
  28. 28.
    Cao, Y.G., Wang, J.P., Zhang, G., Yang, X.H.: Speed estimation of permanent magnet synchronous motor based on optimized EKF. J. Microprocessors 37(04), 48–51 (2016)Google Scholar
  29. 29.
    Li, X.H., Yu, C., Wang, X.G., Xu, Y.W.: Control of permanent magnet synchronous motor based on high frequency voltage injection in mountain bike. J. Small Spec. Electr. Mach. 45(20), 5–8 (2017)Google Scholar
  30. 30.
    Guan, Z.H., Du, P., Wang, T., Zhang, Y.: Research about high-frequency pulsating current injection based on high-pass resonator filter. J. Electr. Autom. 38(06), 11–13 (2016)Google Scholar
  31. 31.
    Fan, S.W., Li, L., Zheng, C.Y.: Comparison and analysis of sensorless control with two high frequency signal injection methods. J. Control. Eng. China 24(10), 2093–2098 (2017)Google Scholar
  32. 32.
    Lan, Z.Y., Chen, L.H., Liao, K.L., Li, H., Wei, X.H.: Permanent magnet synchronous motor control strategies based on high-frequency pulsating voltage injection method. J. Small Spec. Electr. Mach. 45(02), 65–68 (2017)Google Scholar
  33. 33.
    Xu, Y.P., Yan, Y.Q., Zhong, Y.R.: Sensorless control of permanent magnet synchronous motor based on low frequency signal injection at low speed. J. Power Electron. 45(03), 62–63 (2011)Google Scholar
  34. 34.
    Xu, Y.P., Yan, Y.Q., Zhong, Y.R.: Speed sensorless control of permanent magnet synchronous motor based on low-frequency signal injection. J. Electr. Drive Autom. 32(01), 13–16 (2010)Google Scholar
  35. 35.
    Wang, M.S., Syamsiana, I.N., Lin, F.C., Stephen. D.P.: Sensorless Speed Control of Permanent Magnet Synchronous Motors by Neural Network Algorithm. J. Math. Prob. Eng. 2014, 7 pages (2014)Google Scholar
  36. 36.
    Bao, M.J., Zhang, H.R., Wang, Y.Y.: Research on FOC speed control system of permanent magnet synchronous motor based on intelligent theory. J. Mech. Electr. Inf. 09, 48–49 (2018)Google Scholar
  37. 37.
    Qutubuddin, M.D., Yadaiah, N.: A new intelligent adaptive mechanism for sensorless control of permanent magnet synchronous motor drive. J. Biol. Inspired Cogn. Arch. 24, 47–58 (2018)Google Scholar
  38. 38.
    Liu, X.H., Xu, G.Z., Liu, X.: Neural network inverse based decoupling control for PMSM drive system. J. Hebei Univ. Technol. 46(05), 1–9 (2017)Google Scholar
  39. 39.
    Yao, B., Rong, J.: A review of research on fuzzy reliable control. J. Shenyang Norm. Univ. (Nat. Sci. Ed.) 32(01), 37–43 (2014)Google Scholar
  40. 40.
    Yuan, S.Y., Zhang, Z., Xiong, Z.Q., Tian, X.L., Ren, X.B.: Torque control of permanent magnet synchronous motor based on fuzzy auto-disturbance rejection. J. Small Spec. Electr. Mach. 12, 57–60 (2017)Google Scholar
  41. 41.
    Li, H.Y., Zhang, X., Yang, S.Y., Li, E.l.: Review on sensorless control of permanent magnet synchronous motor based on high-frequency signal injection. J. Trans. China Electrotech. Soc. 33(12), 2653–2664 (2018)Google Scholar
  42. 42.
    Hu, Q.B., Sun, C.Y.: Sensorless control of permanent magnet synchronous motor in full speed range. J. Electr. Mach. Control 20(09), 73–79 (2016)Google Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2019

Authors and Affiliations

  • Yuhang Zhang
    • 1
    Email author
  • Wangyu Qin
    • 1
  • Dawei Zheng
    • 1
  • Chongxia Zhou
    • 1
  • Jianhui Liu
    • 1
  1. 1.Department of Information and Electrical EngineeringHebei University of EngineeringHandanChina

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