Research Review on Sensorless Measurement Technology of Permanent Magnet Synchronous Motor

Authors

  • Xinkai Zhao

DOI:

https://doi.org/10.62051/ijmee.v2n1.12

Keywords:

Permanent Magnet Synchronous Motor, Contactless Measurement, Sliding Mode Observer, Model Reference Adaptive System

Abstract

Permanent magnet synchronous motor (PMSM) has the advantages of high torque/inertia ratio, high power factor, fast dynamic response speed and high reliability, and has been widely used in various high-precision AC drive systems. Incremental encoders are usually used to achieve high precision position feedback information for permanent magnet synchronous motors. The use of sensors leads to cost increase, volume increase and reliability reduction. Therefore, the sensorless measurement technology of permanent magnet synchronous motor is more and more concerned and applied by industry and research fields. In this paper, the related literature of sensorless measurement technology of permanent magnet synchronous motor is investigated, and the sensorless measurement technology is comprehensively reviewed. This paper introduces in detail the basic principle of various sensorless measuring techniques, the accuracy of position measurement and the application in the type of permanent magnet synchronous motor. In this paper, the concept of speed pole logarithm ratio is proposed to divide the speed region, and the initial rotor position, low speed and medium speed non-inductive measurement methods are described and compared. Finally, the non-inductive measurement accuracy of permanent magnet synchronous motor is summarized.

References

Sul S K, Kwon Y C, Lee Y. Sensorless control of IPMSM for last 10 years and next 5 years[J]. CES Transactions on Electrical Machines and Systems, 2017, 1(2): 91-99. https://doi.org/10.23919/TEMS.2017.7961290.

Singh S, Tiwari A N. Various techniques of sensorless speed control of PMSM: A review[C]//2017 Second International Conference on Electrical, Computer and Communication Technologies (ICECCT). IEEE, 2017: 1-6. http:// doi.org/10.1109/ICECCT.2017.8117995.

Zhang G, Wang G, Xu D. Saliency-based position sensorless control methods for PMSM drives-A review[J]. Chinese Journal of Electrical Engineering, 2017, 3(2): 14-23. http://doi.org/10.23919/CJEE.2017.8048408.

Wang G, Valla M, Solsona J. Position sensorless permanent magnet synchronous machine drives—A review[J]. IEEE Transactions on Industrial Electronics, 2019, 67(7): 5830-5842.http://doi.org/10.1109/TIE.2019.2955409.

Ilioudis V C. Sensorless control of permanent magnet synchronous machine with magnetic saliency tracking based on voltage signal injection[J]. Machines, 2020, 8(1): 14. https://doi.org/10.3390/machines8010014.

Saadaoui O, Khlaief A, Abassi M, et al. A sliding-mode observer for high-performance sensorless control of PMSM with initial rotor position detection[J]. International Journal of Control, 2017, 90(2): 377-392. https://doi.org/ 10. 1080/ 00207179.2016.1181788.

Kim S I, Im J H, Song E Y, et al. A new rotor position estimation method of IPMSM using all-pass filter on high-frequency rotating voltage signal injection[J]. IEEE Transactions on Industrial Electronics, 2016, 63(10): 6499-6509. https://doi.org/10.1109/TIE.2016.2592464.

Song E Y, Im J H, Kim S I, et al. A rotor position estimation method in stationary reference frame of high frequency rotating voltage signal injection IPMSM sensorless control[C]//2015 IEEE 2nd International Future Energy Electronics Conference (IFEEC). IEEE, 2015: 1-6. https://doi.org/10.1109/IFEEC.2015.7361535.

Wu X, Lv Z, Ling Z, et al. An improved pulse voltage injection based initial rotor position estimation method for PMSM[J]. IEEE Access, 2021, 9: 121906-121915. https://doi.org/10.1109/ACCESS.2021.3109092.

Wang Z, Yao B, Guo L, et al. Initial rotor position detection for permanent magnet synchronous motor based on high-frequency voltage injection without filter[J]. World Electric Vehicle Journal, 2020, 11(4): 71. https:// doi.org/ 10.3390/wevj11040071.

Li H, Wu F, Tao Y, et al. Initial Position Detection of Synchronous Motor Based on Improved HF Signal Injection[C]//2021 IEEE 2nd China International Youth Conference on Electrical Engineering (CIYCEE). IEEE, 2021: 1-5. https://doi.org/10.1109/CIYCEE53554.2021.9676959.

Zhao X, Wang C, Duan W, et al. Research on sensorless control system of low speed and high power PMSM based on improved high frequency signal injection[J]. Energy Reports, 2021, 7: 499-504. https://doi.org/ 10.1016/ j.egyr. 2021.01.066.

Medjmadj S, Diallo D, Delpha C, et al. A salient-pole PMSM position and speed estimation at standstill and low speed by a simplified HF injection method[C]//IECON 2017-43rd Annual Conference of the IEEE Industrial Electronics Society. IEEE, 2017: 8317-8322. https://doi.org/10.1109/IECON.2017.8217460.

Shuang B, Zhu Z Q. Simultaneous sensorless rotor position and torque estimation for IPMSM at standstill and low speed based on high-frequency square wave voltage injection[J]. IEEE Transactions on Industrial Electronics, 2021, 69(9): 8791-8802. https://doi.org/10.1109/TIE.2021.3114725.

Nguyen H Q, Yang S M. Rotor position sensorless control of wound-field flux-switching machine based on high frequency square-wave voltage injection[J]. IEEE access, 2018, 6: 48776-48784. https://doi.org/ 10.1109/ ACCESS. 2018.2867899.

Bi G, Wang G, Zhang G, et al. Low-noise initial position detection method for sensorless permanent magnet synchronous motor drives[J]. IEEE Transactions on Power Electronics, 2020, 35(12): 13333-13344. https://doi.org/ 10.1109/ TPEL.2020.2995961.

Han B, Shi Y, Song X, et al. Initial rotor position detection method of SPMSM based on new high frequency voltage injection method[J]. IEEE Transactions on Power Electronics, 2018, 34(4): 3553-3562. https://doi.org/10. 1109/ TPEL. 2018.2850318.

Mai Z, Xiao F, Fu K, et al. HF pulsating carrier voltage injection method based on improved position error signal extraction strategy for PMSM position sensorless control[J]. IEEE Transactions on Power Electronics, 2021, 36(8): 9348-9360. https://doi.org/10.1109/TPEL.2021.3055534.

Scicluna K, Staines C S, Raute R. Sensorless low/zero speed estimation for permanent magnet synchronous machine using a search-based real-time commissioning method[J]. IEEE Transactions on Industrial Electronics, 2020, 67(7): 6010-6018. https://doi.org/10.1109/TIE.2020.2965483.

Liang D, Li J, Qu R. Sensorless control of permanent magnet synchronous machine based on second-order sliding-mode observer with online resistance estimation[J]. IEEE transactions on industry applications, 2017, 53(4): 3672-3682. https://doi.org/10.1109/TIA.2017.2690218.

Kim D, Kim J, Lim H, et al. A study on accurate initial rotor position offset detection for a permanent magnet synchronous motor under a no-load condition[J]. IEEE Access, 2021, 9: 73662-73670. https://doi. org/ 10. 1109/ACCESS.2021.3078821.

Lin K, Wang P, Cai P, et al. Fast initial rotor position estimation for IPMSM with unipolar sequence-pulse injection [J]. IEEE Transactions on Energy Conversion, 2021, 36(4): 3545-3554. https://doi.org/ 10.1109/ TEC. 2021. 3087646.

Fu X, Xu Y, He H, et al. Initial rotor position estimation by detecting vibration of permanent magnet synchronous machine[J]. IEEE Transactions on Industrial Electronics, 2020, 68(8): 6595-6606. https://doi.org/ 10.1109/ TIE. 2020.3008380.

Liwei Z, Xing L, Peipei S, et al. Sensorless Vector Control System of Permanent Magnet Synchronous Motor Based on New Sliding Mode Observer [J][J]. Transactions of China Electrotechnical Society, 2019, 34(S1): 70-78.

Shen J X, Hao H, Wang C F, et al. Sensorless control of IPMSM using rotor flux observer[J]. COMPEL-The international journal for computation and mathematics in electrical and electronic engineering, 2012, 32(1): 166-181. https: //doi.org/10.1108/03321641311293812.

An L, Franck D, Hameyer K. Sensorless field oriented control using back-EMF and flux observer for a surface mounted permanent magnet synchronous motor[J]. International Journal of Applied Electromagnetics and Mechanics, 2014, 45(1-4): 845-850. http://doi.org/10.3233/JAE-141915.

Yu B, Shen A, Chen B, et al. A compensation strategy of flux linkage observer in SPMSM sensorless drives based on linear extended state observer[J]. IEEE Transactions on Energy Conversion, 2021, 37(2): 824-831. https:// doi. org/ 10.1109/TEC.2021.3114283.

Zhang Y, Cheng X F. Sensorless control of permanent magnet synchronous motors and EKF parameter tuning research[J]. Mathematical Problems in Engineering, 2016, 2016. https://doi.org/10.1155/2016/3916231.

Park J B, Wang X. Sensorless direct torque control of surface-mounted permanent magnet synchronous motors with nonlinear Kalman filtering[J]. Energies, 2018, 11(4): 969. https://doi.org/10.3390/en11040969.

Li X, Kennel R. General formulation of Kalman-filter-based online parameter identification methods for VSI-fed PMSM[J]. IEEE Transactions on Industrial Electronics, 2020, 68(4): 2856-2864. https://doi.org/ 10.1109/ TIE. 2020.2977568.

Yang H, Yang R, Hu W, et al. FPGA-based sensorless speed control of PMSM using enhanced performance controller based on the reduced-order EKF[J]. IEEE Journal of Emerging and Selected Topics in Power Electronics, 2019, 9(1): 289-301. https://doi.org/10.1109/JESTPE.2019.2962697.

Chen Z, Liu Y. Sensorless control of marine permanent magnet synchronous propulsion motor based on adaptive extended Kalman filter[J]. Frontiers in Energy Research, 2022, 10: 1037595. https://doi.org/ 10.3389/ fenrg. 2022. 1037595.

Quang N K, Hieu N T, Ha Q P. FPGA-based sensorless PMSM speed control using reduced-order extended Kalman filters[J]. IEEE transactions on Industrial Electronics, 2014, 61(12): 6574-6582. https://doi.org/ 10.1109/ TIE. 2014. 2320215

Ma Z, Zhang X. FPGA implementation of sensorless sliding mode observer with a novel rotation direction detection for PMSM drives[J]. IEEE Access, 2018, 6: 55528-55536. https://doi.org/10.1109/ACCESS.2018.2871730.

Ye S, Yao X. A modified flux sliding-mode observer for the sensorless control of PMSMs with online stator resistance and inductance estimation[J]. IEEE Transactions on Power Electronics, 2020, 35(8): 8652-8662. https:// doi. org/10.1109/TPEL.2019.2963112.

Ding L, Li Y W, Zargari N R. Discrete-time SMO sensorless control of current source converter-fed PMSM drives with low switching frequency[J]. IEEE Transactions on Industrial Electronics, 2020, 68(3): 2120-2129. https:// doi.org/ 10.1109/TIE.2020.2972433.

Gong C, Hu Y, Gao J, et al. An improved delay-suppressed sliding-mode observer for sensorless vector-controlled PMSM [J]. IEEE Transactions on Industrial Electronics, 2019, 67(7): 5913-5923. https://doi.org/10.1109/ TIE. 2019. 2952824.

Ye S. Design and performance analysis of an iterative flux sliding-mode observer for the sensorless control of PMSM drives[J]. ISA transactions, 2019, 94: 255-264. https://doi.org/10.1016/j.isatra.2019.04.009.

Xu J, Xu B, Ji W, et al. Research on speed sensorless operation of PMSM based on improved MRAS[C]//2017 11th Asian Control Conference (ASCC). IEEE, 2017: 1423-1427. https://doi.org/10.1109/ASCC.2017.8287381.

Kivanc O C, Ozturk S B. Sensorless PMSM drive based on stator feedforward voltage estimation improved with MRAS multiparameter estimation[J]. IEEE/ASME Transactions on Mechatronics, 2018, 23(3): 1326-1337. https:// doi.org/ 10.1109/TMECH.2018.2817246.

Zhou S, Wang C, Jiang J, et al. Improved MRAS Control of Permanent Magnet Synchronous Motor Based on A New Voltage Model in High Power Applications[C]//2019 21st European Conference on Power Electronics and Applications (EPE'19 ECCE Europe). IEEE, 2019: P. 1-P. 10. https://doi.org/10.23919/EPE.2019.8915450.

Kashif M, Singh B. Modified active-power MRAS based adaptive control with reduced sensors for PMSM operated solar water pump[J]. IEEE Transactions on Energy Conversion, 2022, 38(1): 38-52. https://doi.org/ 10. 1109/ TEC.2022.3197564.

Shi T, Wang X, Xia C. RBF neural networks based permanent magnet synchronous machines sensorless control. Advanced Technology of Electrical Engineering and Energy 2007; 26(2):16–20.

Cacciato M, Scarcella G, Scelba G, et al. Comparison of low-cost-implementation sensorless schemes in vector controlled adjustable speed drives[C]//2008 International Symposium on Power Electronics, Electrical Drives, Automation and Motion. IEEE, 2008: 1082-1087. https://doi.org/10.1109/SPEEDHAM.2008.4581122.

Henwood N, Malaizé J, Praly L. A robust nonlinear Luenberger observer for the sensorless control of SM-PMSM: Rotor position and magnets flux estimation[C]//IECON 2012-38th annual conference on IEEE industrial electronics society. IEEE, 2012: 1625-1630. https://doi.org/10.1109/IECON.2012.6388732.

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Published

23-02-2024

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How to Cite

Zhao, X. (2024). Research Review on Sensorless Measurement Technology of Permanent Magnet Synchronous Motor. International Journal of Mechanical and Electrical Engineering, 2(1), 93-102. https://doi.org/10.62051/ijmee.v2n1.12