Acknowledgement
This work was supported in part by National Natural Science Foundation of China (Project: 51877212 and 51807197).
References
- Mwasilu, F., Jung, J.: Enhanced fault-tolerant control of interior PMSMs based on an adaptive EKF for EV traction applications. IEEE Trans. Power Electron. 31(8), 5746-5758 (2016) https://doi.org/10.1109/TPEL.2015.2495240
- Idkhajine, L., Monmasson, E., Maalouf, A.: Fully FPGA-based sensorless control for synchronous AC drive using an extended kalman filter. IEEE Trans. Ind. Electron. 59(10), 3908-3918 (2012) https://doi.org/10.1109/TIE.2012.2189533
- An, Q., Zhang, J., An, Q., Liu, X., Shamekov, A., Bi, K.: Frequency-adaptive complex-coefcient filter-based enhanced sliding mode observer for sensorless control of permanent magnet synchronous motor drives. IEEE Trans. Ind. Appl. 56(1), 335-343 (2020) https://doi.org/10.1109/tia.2019.2951760
- Liang, D., Li, J., Qu, R.: Sensorless control of permanent magnet synchronous machine based on second-order sliding-mode observer with online resistance estimation. IEEE Trans. Ind. Appl. 53(4), 3672-3682 (2017) https://doi.org/10.1109/TIA.2017.2690218
- Kim, S., Choi, C., Lee, K., Lee, W.: An improved rotor position estimation with vector-tracking observer in pmsm drives with low-resolution hall-effect sensors. IEEE Trans. Ind. Electron. 58(9), 4078-4086 (2011) https://doi.org/10.1109/TIE.2010.2098367
- Kim, J., Jung, S., Nam, K.: PMSM angle detection based on the edge field measurements by hall sensors. J. Power Electron. 10(3), 300-305 (2010) https://doi.org/10.6113/JPE.2010.10.3.300
- Ni, Q., et al.: A new position and speed estimation scheme for position control of pmsm drives using low-resolution position sensors. IEEE Trans. Ind. Appl. 55(4), 3747-3758 (2019) https://doi.org/10.1109/tia.2019.2904934
- Yoon, S., Kim, J.: Sensorless control of a PMSM at low speeds using high frequency voltage injection. J. Power Electron. 5(1), 11-19 (2005)
- Jin, X., Ni, R., Chen, W., Blaabjerg, F., Xu, D.: High-frequency voltage-injection methods and observer design for initial position detection of permanent magnet synchronous machines. IEEE Trans. Power Electron. 33(9), 7971-7979 (2018) https://doi.org/10.1109/tpel.2017.2773094
- Song, E.Y., Im, J.H., Kim, S.I., Kim R.Y.: A rotor position estimation method in stationary reference frame of high frequency rotating voltage signal injection IPMSM sensorless control. 2015 IEEE 2nd international future energy electronics conference (IFEEC), Taipei, pp. 1-6 (2015)
- Luo, X., Tang, Q., Shen, A., Zhang, Q.: PMSM sensorless control by injecting HF pulsating carrier signal into estimated fixed-frequency rotating reference frame. IEEE Trans Ind Electron 63(4), 2294-2303 (2016) https://doi.org/10.1109/TIE.2015.2505679
- Liu, J.M., Zhu, Z.Q.: Novel sensorless control strategy with injection of high-frequency pulsating carrier signal into stationary reference frame. IEEE Trans. Ind. Appl. 50(4), 2574-2583 (2014) https://doi.org/10.1109/TIA.2013.2293000
- Tang, Q., Shen, A., Luo, X., Xu, J.: PMSM sensorless control by injecting HF pulsating carrier signal into ABC frame. IEEE Trans. Power Electron. 32(5), 3767-3776 (2017) https://doi.org/10.1109/TPEL.2016.2583787
- Kim, S., Im, J., Song, E., Kim, R.: A new rotor position estimation method of IPMSM using all-pass filter on high-frequency rotating voltage signal injection. IEEE Trans. Ind. Electron. 63(10), 6499-6509 (2016) https://doi.org/10.1109/TIE.2016.2592464
- Wang, T., Shi, B., Xu, J., Gerada, C.: Accuracy improvement of carrier signal injection sensorless control for IPMSM in consideration of inverter nonlinearity. IECON 2015-41st annual conference of the IEEE industrial electronics society, Yokohama, , pp. 000273-000278 (2015)
- Zhang, X., Li, H., Yang, S., Ma, M.: Improved initial rotor position estimation for PMSM drives based on HF pulsating voltage signal injection. IEEE Trans. Ind. Electron. 65(6), 4702-4713 (2018) https://doi.org/10.1109/tie.2017.2772204
- Jeong, Y.-S., Lorenz, R.D., Jahns, T.M., Sul, S.-K.: Initial rotor position estimation of an interior permanent-magnet synchronous machine using carrier-frequency injection methods. IEEE Trans. Ind. Appl. 41(1), 38-45 (2005) https://doi.org/10.1109/TIA.2004.840978
- Holtz, J.: Acquisition of position error and magnet polarity for sensorless control of pm synchronous machines. IEEE Trans. Ind. Appl. 44(4), 1172-1180 (2008) https://doi.org/10.1109/TIA.2008.921418
- Harke, M.C., Raca, D., Lorenz, R.D.: Implementation issues for fast initial position and magnet polarity identification of PM synchronous machines with near zero saliency. 2005 European conference on power electronics and applications, Dresden, pp. 1-10 (2005)
- Xu, P., Zhu, Z.Q.: Initial rotor position estimation using zero-sequence carrier voltage for permanent-magnet synchronous machines. IEEE Trans. Ind. Electron. 64(1), 149-158 (2017) https://doi.org/10.1109/TIE.2016.2596703
- Gong, L.M., Zhu, Z.Q.: Robust initial rotor position estimation of permanent-magnet brushless ac machines with carrier-signal-injection-based sensorless control. IEEE Trans. Ind. Appl. 49(6), 2602-2609 (2013) https://doi.org/10.1109/TIA.2013.2265072
- Kim, S., Ha, J., Sul, S.: PWM switching frequency signal injection sensorless method in IPMSM. IEEE Trans. Ind. Appl. 48(5), 1576-1587 (2012) https://doi.org/10.1109/TIA.2012.2210175
- Kim, S., Kwon, Y., Sul, S., Park, J., Kim, S.: Position sensorless operation of IPMSM with near PWM switching frequency signal injection. 8th international conference on power electronics-ECCE Asia, Jeju, pp. 1660-1665 (2011)
- Zhang, Y., Yin, Z., Liu, J., Zhang, R., Sun, X.: IPMSM sensorless control using high-frequency voltage injection method with random switching frequency for audible noise improvement. IEEE Trans. Ind. Electron. 67(7), 6019-6030 (2020) https://doi.org/10.1109/tie.2019.2937042
- Wang, G., Yang, L., Zhang, G., Zhang, X., Xu, D.: Comparative investigation of pseudorandom high-frequency signal injection schemes for sensorless IPMSM drives. IEEE Trans. Power Electron. 32(3), 2123-2132 (2017) https://doi.org/10.1109/TPEL.2016.2569418
- Suthep, S., Wang, Y., Ishida, M., Yamamura, N., Yubai, K., Komada, S.: Frame vibration suppression method for sensorless PMSM drive applications. J Power Electr 16(6), 2182-2191 (2016) https://doi.org/10.6113/JPE.2016.16.6.2182
- Yang, H., Chen, Y.: Influence of radial force harmonics with low mode number on electromagnetic vibration of PMSM. IEEE Trans. Energy Convers. 29(1), 38-45 (2014) https://doi.org/10.1109/TEC.2013.2290304