Publication Cover
Automatika
Journal for Control, Measurement, Electronics, Computing and Communications
Volume 65, 2024 - Issue 3
259
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Position sensorless extended and unscented Kalman filters with permanent magnet flux linkage and load torque estimation for surface-mounted PMSM

ORCID Icon
Pages 1201-1212 | Received 16 Feb 2024, Accepted 05 May 2024, Published online: 22 May 2024

References

  • Zhu ZQ, Liang D, Liu K. Online parameter estimation for permanent magnet synchronous machines: An overview. IEEE Access. 2021;9:59059–59084. doi: 10.1109/ACCESS.2021.3072959
  • Li S, Xia C, Zhou X. Disturbance rejection control method for permanent magnet synchronous motor speed-regulation system. Mechatronics. 2012;22(6):706–714. doi: 10.1016/j.mechatronics.2012.02.007
  • Lu E, Li W, Wang S, et al. Disturbance rejection control for PMSM using integral sliding mode based composite nonlinear feedback control with load observer. ISA Trans. 2021;116:203–217. doi: 10.1016/j.isatra.2021.01.008
  • Jankowska K, Petro V, Dybkowski M, et al. The application of a sliding mode observer in a speed sensor fault tolerant PMSM drive system. IEEE Access. 2023;11:130899–130908. doi: 10.1109/ACCESS.2023.3335121
  • Amirouche E, Iffouzar K, Houari A, et al. Improved control strategy of dual star permanent magnet synchronous generator based tidal turbine system using sensorless field oriented control and direct power control techniques. Energy Sources A. 2021;43:1–22. doi: 10.1080/15567036.2021.1902429
  • Zafari Y, Shoja-Majidabad S. Sensorless fault-tolerant control of five-phase IPMSMs via model reference adaptive systems. Automatika. 2020;61(4):564–573. doi: 10.1080/00051144.2020.1797349
  • Solsona J, Valla M, Muravchik C. Nonlinear control of a permanent magnet synchronous motor with disturbance torque estimation. IEEE Trans Energy Convers. 2000;15(2):163–168. doi: 10.1109/60.866994
  • Po-ngam S, Sangwongwanich S. Stability and dynamic performance improvement of adaptive full-order observers for sensorless PMSM drive. IEEE Trans Power Electron. 2012;27(2):588–600. doi: 10.1109/TPEL.2011.2153212
  • Kyslan K, Petro V, Bober P, et al. A comparative study and optimization of switching functions for sliding-mode observer in sensorless control of PMSM. Energies. 2022;15(7):1–17. doi: 10.3390/en15072689
  • Zuo Y, Lai C, Iyer KLV. A review of sliding mode observer based sensorless control methods for PMSM drive. IEEE Trans Power Electron. 2023;38(9):11352–11367. doi: 10.1109/TPEL.2023.3287828
  • Bolognani S, Oboe R, Zigliotto M. Sensorless full-digital PMSM drive with EKF estimation of speed and rotor position. IEEE Trans Ind Electron. 1999;46(1):184–191. doi: 10.1109/41.744410
  • Chan TF, Borsje P, Wang W. Application of unscented Kalman filter to sensorless permanent-magnet synchronous motor drive.Miami, USA.IEEE International Electric Machines and Drives Conference (IEMDC). 2009. p. 631–638, doi: 10.1109/IEMDC.2009.5075272.
  • Xiao D, Nalakath S, Filho SR, et al. Universal full-speed sensorless control scheme for interior permanent magnet synchronous motors. IEEE Trans Power Electron. 2021;36(4):4723–4737. doi: 10.1109/TPEL.63
  • Wang G, Valla M, Solsona J. Position sensorless permanent magnet synchronous machine drives – A review. IEEE Trans Ind Electron. 2020;67(7):5830–5842. doi: 10.1109/TIE.41
  • Vaclavek P, Blaha P, Herman I. AC drive observability analysis. IEEE Trans Ind Electron. 2013;60(8):3047–3059. doi: 10.1109/TIE.2012.2203775
  • Zerdali E, Rivera M, Wheeler P, et al.  Speed-sensorless predictive direct speed control for PMSM drives Florianopolis, Brazil 17th Brazilian Power Electronics Conference – 8th IEEE International Conference on Southern Power Electronics Conference (COBEP/SPEC) 2023 p. 1–6, doi: 10.1109/SPEC56436.2023.10408131.
  • Koteich M, Maloum A, Duc G, et al.  Permanent magnet synchronous drives observability analysis for motion-sensorless control Sydney, Australia IEEE Symposium on Sensorless Control for Electrical Drives (SLED) 2015 p. 56–63, doi: 10.1109/SLED.2015.7339264.
  • Inoue Y, Kawaguchi Y, Morimoto S, et al. Performance improvement of sensorless IPMSM drives in a low-speed region using online parameter identification. IEEE Trans Ind Appl. 2011;47(2):798–804. doi: 10.1109/TIA.2010.2101994
  • Han YS, Choi JS, Kim YS. Sensorless PMSM drive with a sliding mode control based adaptive speed and stator resistance estimator. IEEE Trans Magn. 2000;36(5):3588–3591. doi: 10.1109/20.908786
  • Gopinath GR, Shyama PD. Speed and position sensorless control of interior permanent magnet synchronous motor using square-root cubature Kalman filter with joint parameter estimation.Trivandrum, India.IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES).2016. p. 1867–1871, doi: 10.1109/PEDES.2016.7914540.
  • Zhang X, Zhang L, Zhang Y. Model predictive current control for PMSM drives with parameter robustness improvement. IEEE Trans Power Electron. 2019;34(2):1645–1657. doi: 10.1109/TPEL.2018.2835835
  • Shi Y, Sun K, Huang L, et al. Online identification of permanent magnet flux based on extended Kalman filter for IPMSM drive with position sensorless control. IEEE Trans Ind Electron. 2012;59(11):4169–4178. doi: 10.1109/TIE.2011.2168792
  • Zerdali E, Wheeler P. Speed-sensorless finite control set model predictive control of PMSM with permanent magnet flux linkage estimation.Izmir, Turkey.2nd Global Power, Energy and Communication Conference (GPECOM).2020. p. 114–119, doi: 10.1109/GPECOM49333.2020.9247943.
  • Horváth K. Load torque and permanent magnet flux linkage estimation of surface-mounted PMSM by using unscented Kalman filter.The High Tatras, Slovakia International Conference on Electrical Drives and Power Electronics (EDPE)2023. p. 402–409, doi: 10.1109/EDPE58625.2023.10274042.
  • Julier S, Uhlmann J. Unscented filtering and nonlinear estimation. Proc IEEE. 2004;92(3):401–422. doi: 10.1109/JPROC.2003.823141
  • Yildiz R, Barut M, Zerdali E. A comprehensive comparison of extended and unscented Kalman filters for speed-sensorless control applications of induction motors. IEEE Trans Ind Inf. 2020;16(10):6423–6432. doi: 10.1109/TII.9424
  • Horváth K, Fodor D. Low speed operation of sensorless estimators for induction machines using extended, unscented and cubature Kalman filter techniques. The High Tatras, Slovakia. International Conference on Electrical Drives and Power Electronics (EDPE). 2019. p. 279–285, doi: 10.1109/EDPE.2019.8883936.