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Optimization of Sensorless Control Performance for a Low-Switching Frequency Permanent Magnet Synchronous Motor Drive System

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Abstract

In a permanent magnet synchronous motor (PMSM) drive system without voltage sensor, affected by the inverter non-linearities, there is a phase offset problem between the reconstructed voltage and the actual voltage. This phase offset increases as the switching frequency decreases, especially pronounced in subway permanent magnet traction systems operating at the hundreds of Hertz level. As a result, in the medium-to high-speed range, the estimated rotor position progressively advances ahead of the actual rotor position, accompanied by an increasing content of estimated speed harmonics. To address this issue, this paper proposes a sensorless control performance optimization strategy for low switching frequency permanent magnet drive systems. On the one hand, the position error compensation strategy of voltage phase advance adjustment is adopted to eliminate the phase offset between the actual voltage and the reconstructed voltage. On the other hand, the method of cascading the adaptive notch filter with the low-pass filter is used to eliminate the harmonic interference in the feedback current, so as to realize the harmonic suppression of the estimated speed. The experimental results have confirmed the effectiveness of the proposed optimization strategy, ultimately the position sensorless control of the PMSM drive system with the inverter switching frequency of 500 Hz was achieved, effectively optimizing the control performance at low switching frequencies.

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References

  1. Yang C, Hua T, Dai Y, Huang X, Zhang D (2023) Second-order nonlinear disturbance observer based adaptive disturbance rejection control for pmsm in electric vehicles. J Electr Eng Technol 18(3):1919–1930

    Article  Google Scholar 

  2. Zou X, Ding H, Li J (2023) Sensorless control strategy of permanent magnet synchronous motor based on fuzzy sliding mode controller and fuzzy sliding mode observer. J Electr Eng Technol 18(3):2355–2369

    Article  Google Scholar 

  3. Xu Y, Wang C, Yuan W, Li Z, Yin Z (2023) Anti-disturbance position sensorless control of PMSM based on improved sliding mode observer with suppressed chattering and no phase delay. J Elect Eng Technol 23:1–13

    Google Scholar 

  4. Kim H, Lee K, Bhattacharya S (2022) Improved EEMF-based position sensorless control for non-sinusoidal back-EMF PMSMs. J Elect Eng Technol 17(2):1229–1238

    Article  Google Scholar 

  5. Zhu Y, Xiao M, Cao B, Lu K, Wu Z (2022) A position error compensation method for sensorless IPMSM based on the voltage output of the current-loop PI-regulator. J Elect Eng Technol 1–9

  6. Li H, Wang Z, Wen C, Wang X (2018) Sensorless control of surface-mounted permanent magnet synchronous motor drives using nonlinear optimization. IEEE Trans Power Electron 34(9):8930–8943

    Article  Google Scholar 

  7. Li W, Liu Z, Qian W, Wang Z, Wang W, Zhao Y, Zhang X (2021) Modeling of the RF coaxial TSV configuration inside the silicon interposer with embedded cooling cavity. IEEE Trans Compon Packag Manuf Technol 12(1):3–10

    Article  Google Scholar 

  8. Zhu ZQ, Gong LM (2010) Investigation of effectiveness of sensorless operation in carrier-signal-injection-based sensorless-control methods. IEEE Trans Industr Electron 58(8):3431–3439

    Article  Google Scholar 

  9. Niu F, Chen X, Huang S, Huang X, Wu L, Li K, Fang Y (2021) Model predictive current control with adaptive-adjusting timescales for PMSMs. CES Trans Elect Mach Syst 5(2):108–117

    Article  Google Scholar 

  10. Kim H, Harke MC, Lorenz RD (2003) Sensorless control of interior permanent-magnet machine drives with zero-phase lag position estimation. IEEE Trans Ind Appl 39(6):1726–1733

    Article  Google Scholar 

  11. Fang S, Meng J, Wang W, Meng Y, Wang Y, Huang D (2022) Compensation strategy of PMSM predictive control with reduced parameter disturbance. Sustainability 14(16):9868

    Article  Google Scholar 

  12. Yang G, Zhang S, Zhang C (2020) Analysis of core loss of permanent magnet synchronous machine for vehicle applications under different operating conditions. Appl Sci 10(20):7232

    Article  Google Scholar 

  13. Piippo A, Hinkkanen M, Luomi J (2008) Analysis of an adaptive observer for sensorless control of interior permanent magnet synchronous motors. IEEE Trans Industr Electron 55(2):570–576

    Article  Google Scholar 

  14. Mai Z, Xiao F, Fu K, Liu J, Lian C, Li K, Zhang W (2021) HF pulsating carrier voltage injection method based on improved position error signal extraction strategy for PMSM position sensorless control. IEEE Trans Power Electron 36(8):9348–9360

    Article  Google Scholar 

  15. Sami I, Bukhari SSH, Ullah N, Ro JS (2023) Design of fractional order terminal sliding mode control for robust speed tracking in sensorless multiphase drive systems. J Elect Eng Technol 18(2):1195–1205

    Article  Google Scholar 

  16. Mahmood Z, Ikram J, Badar R, Bukhari SSH, Ali Shah M, Memon AA, Huba M (2022) Minimization of torque ripples in multi-stack slotted stator axial-flux synchronous machine by modifying magnet shape. Mathematics 10(10):1653

    Article  Google Scholar 

  17. Zakir MR, Ikram J, Shah SI, Bukhari SSH, Ali S, Marignetti F (2022) Performance improvement of axial flux permanent magnet machine with phase group concentrated coil winding. Energies 15(19):7337

    Article  Google Scholar 

  18. Bu F, Liu Q, Pu T, Zhao Y, Ma B, Ma C, Gerada C (2020) Analysis and performance of five-phase piecewise-random-switching-frequency space vector pulse width modulation. IEEE Trans Energy Convers 36(3):2339–2347

    Article  Google Scholar 

  19. Yu L, Wang D (2021) A hybrid filtering stage-based rotor position estimation method of PMSM with adaptive parameter. Sensors 21(14):4667

    Article  Google Scholar 

  20. Ancuti R, Boldea I, Andreescu GD (2010) Sensorless V/f control of high-speed surface permanent magnet synchronous motor drives with two novel stabilising loops for fast dynamics and robustness. IET Electr Power Appl 4(3):149–157

    Article  Google Scholar 

  21. Wang G, Valla M, Solsona J (2019) Position sensorless permanent magnet synchronous machine drives–a review. IEEE Trans Industr Electron 67(7):5830–5842

    Article  Google Scholar 

  22. Xue Z, Li L, Wang X, Wang X (2022) A sensorless control strategy for permanent magnet synchronous motor at low switching frequency. Electronics 11(13):1957

    Article  Google Scholar 

  23. Chandran P, Mylsamy K, Umapathy PS (2023) Analytical evaluation of single-input dual-output based integrated luo-buck converter for BLDC motor. IET Power Electron 16(6):937–947

    Article  Google Scholar 

  24. Xiao L, Li J, Xiong Y, Chen J, Gao H (2020) Strategy and implementation of harmonic-reduced synchronized SVPWM for high-power traction machine drives. IEEE Trans Power Electron 35(11):12457–12471

    Article  Google Scholar 

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Acknowledgements

This research was supported by the National Science Foundation of China Grant(Nos. 52177202 and 5230071484).

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Correspondence to Zhiqin Mai.

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Mu, Y., Liu, J., Mai, Z. et al. Optimization of Sensorless Control Performance for a Low-Switching Frequency Permanent Magnet Synchronous Motor Drive System. J. Electr. Eng. Technol. 19, 2323–2336 (2024). https://doi.org/10.1007/s42835-023-01707-5

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