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Data-Driven Optimisation Method for Tuning the HF Injection Parameters of an Extra Low Voltage Encoderless Synchronous Motor Drive Cover

Data-Driven Optimisation Method for Tuning the HF Injection Parameters of an Extra Low Voltage Encoderless Synchronous Motor Drive

Open Access
|Oct 2025

References

  1. Alfehaid, A. A., Strangas, E. G. and Khalil, H. K. (2021). Speed Control of Permanent Magnet Synchronous Motor with Uncertain Parameters and Unknown Disturbance. IEEE Transactions on Control Systems Technology, 29(6), pp. 2639–2646. doi: 10.1109/TCST.2020.3026569
  2. Belghazali, H. A., Obeid, N. H., Trinh, N.-T., Id-Khajine, L. and Monmasson, E. (2024). Application of a HF signal injection sensorless method for an extra low voltage PMSynRel. In: 2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG), Gdynia, Poland, 2024, pp. 1–6.
  3. Corley, M. J. and Lorenz, R. D. (1998). Rotor Position and Velocity Estimation for a Salient-Pole Permanent Magnet Synchronous Machine at Standstill and High Speeds. IEEE Transactions on Industry Applications, 34(4), pp. 784–789. doi: 10.1109/28.703973
  4. Cupertino, F., Pellegrino, G., Giangrande, P. and Salvatore, L. (2011). Sensorless Position Control of Permanent-Magnet Motors with Pulsating Current Injection and Compensation of Motor End Effects. IEEE Transactions on Industry Applications, 47(3), pp. 1371–1379. doi: 10.1109/TIA.2011.2126542
  5. Holczer, A., Freijedo, F. D. and Bojoi, R. (2025). Optimal High-Frequency Injection Minimizing High-Frequency Torque Ripple for Sensorless Control of Electric Vehicle IPM Traction Motors. IEEE Transactions on Industrial Electronics, 72(5), pp. 4424–4435. doi: 10.1109/TIE.2024.3454189
  6. Khan, A. A. and Mohammed, O. (2009). Wavelet filtering for position estimation of permanent magnet machine in carrier signal injection based sensorless control. In: 41st North American Power Symposium, Starkville, MS, USA, 2009, pp. 1–5.
  7. Kim, S.-I., Im, J.-H., Song, E.-Y. and Kim, R.-Y. (2016). A New Rotor Position Estimation Method of IPMSM Using All-Pass Filter on High-Frequency Rotating Voltage Signal Injection. IEEE Transactions on Industrial Electronics, 63(10), pp. 6499–6509. doi: 10.1109/TIE.2016.2592464
  8. Lara, J., Xu, J. and Chandra, A. (2016). Effects of Rotor Position Error in the Performance of Field-Oriented-Controlled PMSM Drives for Electric Vehicle Traction Applications. IEEE Transactions on Industrial Electronics, 63(8), pp. 4738–4751. doi: 10.1109/TIE.2016.2549983
  9. Li, C., Wang, G., Zhang, G., Zhao, N., Gao, Y. and Xu, D. (2021). Torque Ripples Minimization of Sensorless SynRM Drives for Low-Speed Operation Using Bi-HFSI Scheme. IEEE Transactions on Industrial Electronics, 68(7), pp. 5559–5570. doi: 10.1109/TIE.2020.2996133
  10. Liu, J. M. and Zhu, Z. Q. (2014). Novel Sensorless Control Strategy With Injection of High-Frequency Pulsating Carrier Signal Into Stationary Reference Frame. IEEE Transactions on Industry Applications, 50(4), pp. 2574–2583. doi: 10.1109/TIA.2013.2293000
  11. Luo, X., Tang, Q., Shen, A. and Zhang, Q. (2016). PMSM Sensorless Control by Injecting HF Pulsating Carrier Signal Into Estimated Fixed-Frequency Rotating Reference Frame. IEEE Transactions on Industrial Electronics, 63(4), pp. 2294–2303. doi: 10.1109/TIE.2015.2505679
  12. Mai, Z., Xiao, F., Fu, K., Liu, J., Lian, C., Li, K., and Zhang, W. (2021). HF Pulsating Carrier Voltage Injection Method Based on Improved Position Error Signal Extraction Strategy for PMSM Position Sensorless Control. IEEE Transactions on Power Electronics, 36(8), pp. 9348–9360. doi: 10.1109/TPEL.2021.3055534
  13. Makni, Z. and Zine, W. (2016). Rotor position estimator based on machine learning. In: IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society, Florence, Italy, pp. 6687–6692.
  14. Mizutani, R., Takeshita, T. and Matsui, N. (1998). Current Model-Based Sensorless Drives of Salient-Pole PMSM at Low Speed and Standstill. IEEE Transactions on Industry Applications, 34(4), pp. 841–846. doi: 10.1109/28.703990
  15. Pasqualotto, D., Rigon, S. and Zigliotto, M. (2023). Sensorless Speed Control of Synchronous Reluctance Motor Drives Based on Extended Kalman Filter and Neural Magnetic Model. IEEE Transactions on Industrial Electronics, 70(2), pp. 1321–1330. doi: 10.1109/TIE.2022.3159962
  16. Petro, V., Kyslan, K., Bober, P. and Lacko, M. (2022). Optimization of injected voltage amplitude for low-speed sensorless control of PMSM with high-frequency pulse signal injection. In: 2022 IEEE 20th International Power Electronics and Motion Control Conference (PEMC), Brasov, Romania, 2022, pp. 721–727.
  17. Raca, D., Garcia, P., Reigosa, D. D., Briz, F. and Lorenz, R. D. (2010). Carrier-Signal Selection for Sensorless Control of PM Synchronous Machines at Zero and Very Low Speeds. IEEE Transactions on Industry Applications, 46(1), pp. 167–178. doi: 10.1109/TIA.2009.2036551
  18. Song, X., Fang, J., Han, B. and Zheng, S. (2016). Adaptive Compensation Method for High-Speed Surface PMSM Sensorless Drives of EMF-Based Position Estimation Error. IEEE Transactions on Power Electronics, 31(2), pp. 1438–1449. doi: 10.1109/TPEL.2015.2423319
  19. Tang, Q., Shen, A., Luo, X. and Xu, J. (2018). IPMSM Sensorless Control by Injecting Bidirectional Rotating HF Carrier Signals. IEEE Transactions on Power Electronics, 33(12), pp. 10698–10707. doi: 10.1109/TPEL.2018.2811126
  20. Yoon, Y.-D., Sul, S.-K., Morimoto, S. and Ide, K. (2011). High-Bandwidth Sensorless Algorithm for AC Machines Based on Square-Wave-Type Voltage Injection. IEEE Transactions on Industry Applications, 47(3), pp. 1361–1370. doi: 10.1109/TIA.2011.2126552
  21. Yousefi-Talouki, A., Pescetto, P., Pellegrino, G. and Boldea, I. (2018). Combined Active Flux and High-Frequency Injection Methods for Sensorless Direct-Flux Vector Control of Synchronous Reluctance Machines. IEEE Transactions on Power Electronics, 33(3), pp. 2447–2457. doi: 10.1109/TPEL.2017.2697209
  22. Zhao, W., Jiao, S., Chen, Q., Xu, D. and Ji, J. (2018). Sensorless Control of a Linear Permanent-Magnet Motor Based on an Improved Disturbance Observer. IEEE Transactions on Industrial Electronics, 65(12), pp. 9291–9300. doi: 10.1109/TIE.2018.2823660
  23. Zine, W., Makni, Z., Monmasson, E., Idkhajine, L. and Condamin, B. (2018a). Interests and Limits of Machine Learning-Based Neural Networks for Rotor Position Estimation in EV Traction Drives. IEEE Transactions on Industrial Informatics, 14(5), pp. 1942–1951. doi: 10.1109/TII.2017.2765398
  24. Zine, W., Idkhajine, L., Monmasson, E., Makni, Z., Chauvenet, P., Condamin, B. and Bruyere, A. (2018b). Optimisation of HF Signal Injection Parameters for EV Applications based on Sensorless IPMSM Drives. IET Electric Power Applications, 12, pp. 347–356. doi: 10.1049/ietepa.2017.0228
DOI: https://doi.org/10.2478/pead-2025-0022 | Journal eISSN: 2543-4292 | Journal ISSN: 2451-0262
Language: English
Page range: 307 - 324
Submitted on: Jul 10, 2025
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Accepted on: Sep 17, 2025
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Published on: Oct 15, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Hadj Ahmed Belghazali, Najla Haje Obeid, Eric Monmasson, Ngoc-Tu Trinh, Lahoucine Id-khajine, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution 4.0 License.