Open Access Open Access  Restricted Access Subscription or Fee Access

Real-Time Reduction of Rotor Position Estimation Error Based on the Stator Flux Estimation-Combined Method for Sensorless Control of PMSMs Drives


(*) Corresponding author


Authors' affiliations


DOI: https://doi.org/10.15866/iree.v16i6.20801

Abstract


This paper presents the implantation and the performance improvement of real-time reduction of rotor position estimation error based on the stator flux estimation-combined method for sensorless control of PMSMs drives. Wherein, the proposed method is designed based on a simple algorithm for accurate estimation and robust control of quasi-exact stator flux and position/speed of PMSMs. A large-speed range of applications in sensorless control strategies is achieved by using the mathematical model of PMSM motor. The latter presents the main idea of the estimators’ structures design. They are generally composed of voltage and current models (VM and CM). However, the dynamic performances of these methods are influenced in the low and high-speed ranges, and they are sensitive to parameters variations. The estimators’ structures are dominated by the current model at the low-speed range, and by the voltage model at the high-speed range. The technique proposed in this study is the combination of the two preceding models; this provides performances’ improvement in the PMSM dynamics for a large speed variation with compensating estimation errors for the two separate methods (VM and CM). The main objective of this combined method is the drawback reduction for the separate use of VM and CM estimators. The algorithm principle is based on exploiting and combining the two estimators while measuring the stator voltages and the currents, in addition to estimating the rotor position and the speed. Furthermore, the performances of the proposed method have been tested and validated through real-time experiments by using dSPACE ds 1104 DSP board.
Copyright © 2021 Praise Worthy Prize - All rights reserved.

Keywords


Permanent Magnet Synchronous Motor; Sensorless Control; Stator Flux Estimation; Rotor Position Estimation; Current Model; Voltage Model; Real-Time Implementation

Full Text:

PDF


References


W. Zine, L. Idkhajine, E. Monmasson, Z. Makni, P. A. Chauvenet, B. Condamin, and A. Bruyere, Optimisation of HF signal injection parameters for EV applications based on sensorless IPMSM drives, IET Electric Power Applications, vol. 12. Iss. 3, 2018, pp. 347-356.
https://doi.org/10.1049/iet-epa.2017.0228

G. Wang, M. Valla, and J. Solsona, Position Sensorless Permanent Magnet Synchronous Machine Drives-A Review, IEEE Transactions on Industrial Electronics, vol. 67, no. 7, July 2020, pp. 5830-5842.
https://doi.org/10.1109/TIE.2019.2955409

X. Luo, Q. Tang, A. Shen, and Q. Zhang, PMSM Sensorless Control by Injecting HF Pulsating Carrier Signal Into Estimated Fixed-Frequency Rotating Reference Frame, IEEE Transactions on Industrial Electronics, vol. 63, no. 4, April 2016, pp. 2294-2303.
https://doi.org/10.1109/TIE.2015.2505679

H. Zhang, W. Liu, Z. Chen, G. Luo, J.Liu, and D. Zhao, Asymmetric Space Vector Modulation for PMSM Sensorless Drives Based on Square-Wave Voltage-Injection Method, IEEE Transactions on Industry Applications, vol. 54, no. 2, March/April 2018, pp. 1425-1436.
https://doi.org/10.1109/TIA.2017.2772166

A. Alaei, S. M.S. Nejad, J. F. Gieras, D.H. Lee , and J.W. Ahn, Reduction of high-frequency injection losses, acoustic noise and total harmonic distortion in IPMSM sensorless drives, IET Power Electronics, vol. 12, Iss. 12, October 2019, pp. 3197-3207.
https://doi.org/10.1049/iet-pel.2018.6250

H. Shen, J. Xu, B. Yu, Q. Tang, B. Chen, C. Lou, and Y. Qiao, Seamless Transition Strategy for Wide Speed-Range Sensorless IPMSM Drives with a Virtual Q-axis Inductance, Journal of Power Electronics, vol. 19, no. 5, September 2019, pp. 1224-1234.

W. Xu, Y. Jiang, C. Mu, and F. Blaabjerg, Improved Nonlinear Flux Observer-Based Second-Order SOIFO for PMSM Sensorless Control, IEEE Transactions on Power Electronics, vol. 34, no. 1, January 2019, pp. 565-579.
https://doi.org/10.1109/TPEL.2018.2822769

H. Wang, K. Lu, D. Wang, and F. BlaabjerG, Online Identification of Intrinsic Load Current Dependent Position Estimation Error for Sensorless PMSM Drives, IEEE Access, 2020, vol. 8, pp. 163186-163196.
https://doi.org/10.1109/ACCESS.2020.3019690

X. Song, J. Fang, B. Han, and S. Zheng, Adaptive Compensation Methode for High-Speed Surface PMSM Sensorless Drives of EMF-Based Position Estimation Error, IEEE Transactions on Power Electronics, vol. 31, no. 2, February 2016, pp. 1438-1494.
https://doi.org/10.1109/TPEL.2015.2423319

C. Lascu and G. D. Andreescu, PLL Position and Speed Observer with Integrated Current Observer for Sensorless PMSM Drives, IEEE Transactions on Industrial Electronics, vol. 67, No. 7, July 2020, pp. 5990-5998.
https://doi.org/10.1109/TIE.2020.2972434

M. Preindl and E. Schaltz, Sensorless Model Predictive Direct Current Control Using Novel Second-Order PLL Observer for PMSM Drive Systems, IEEE Transactions on Industrial Electronics, vol. 58, no. 9, September 2011, pp. 4087-4095.
https://doi.org/10.1109/TIE.2010.2100331

Q. An, J. Zhang, Q. An, and A. Shamekov, Quasi-Proportional-Resonant Controller Based Adaptive Position Observer for Sensorless Control of PMSM Drives Under Low Carrier Ratio, IEEE Transactions on Industrial Electronics, vol. 67, no. 4, April 2020, pp. 2564-2573.
https://doi.org/10.1109/TIE.2019.2914639

Q. An, J. Zhang, Q. An, X. Liu, A. Shamekov, and K. Bi, Frequency-Adaptive Complex-Coefficient Filter-Based Enhanced Sliding Mode Observer for Sensorless Control of Permanent Magnet Synchronous Motor Drives, IEEE Transactions on Industry Applications, vol. 56, no. 1, February 2020, pp. 335-343.
https://doi.org/10.1109/TIA.2019.2951760

W. Xu, L. Wang, Y. Liu, and F. Blaabjerg, Improved Rotor Flux Observer for Sensorless Control of PMSM with Adaptive Harmonic Elimination and Phase Compensation, CES Transactions on Electrical Machines and Systems, vol. 3, no. 2, June 2019, pp. 151-159.
https://doi.org/10.30941/CESTEMS.2019.00021

X. Song, B. Han, S. Zheng, and S. Chen, A Novel Sensorless Rotor Position Detection Method for High-Speed Surface PM Motors in a Wide Speed Range, IEEE Transactions on Power Electronics, vol. 33, no. 8, August 2018, pp. 7083-7093.
https://doi.org/10.1109/TPEL.2017.2753289

A. Ahriche, M. Kidouche, and S. Mekhilef, Robust Sensorless Sliding Mode Flux Observer for DTC-SVM-based Drive with Inverter Nonlinearity Compensation, Journal of Power Electronics, vol. 14, no. 1, Jan. 2014, pp. 125-134.
https://doi.org/10.6113/JPE.2014.14.1.125

W. Lu, B. ang, K. Ji, K. Lu, D. Wang, and Z. Yu, A New Load Adaptive Identification Method Based on an Improved Sliding Mode Observer for PMSM Position Servo System, IEEE Transactions on Power Electronics, vol. 36, no. 3, March 2021, pp. 3211-3223.
https://doi.org/10.1109/TPEL.2020.3016713

A. Aibeche and M. Kidouche, Sensor Fault Detection, Localization, and System Reconfiguration with a Sliding Mode Observer and Adaptive Threshold of PMSM, Journal of Power Electronics, vol. 16, no. 3, May 2016, pp. 1012-1024.
https://doi.org/10.6113/JPE.2016.16.3.1012

T. Wang, J.Huang, M. Ye, J. Chen, W. Kong, M. Kang, and M. Yu, An EMF Observer for PMSM Sensorless Drives Adaptive to Stator Resistance and Rotor Flux Linkage, IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 7, no. 3, September 2019, pp. 1899-1913.
https://doi.org/10.1109/JESTPE.2018.2865862

C. L. Baratieri and H. Pinheiro, New variable gain super-twisting sliding mode observer for sensorless vector control of non sinusoidal back-EMF PMSM, Control Engineering Practice, 52, April 2016, pp. 59-69.
https://doi.org/10.1016/j.conengprac.2016.04.003

Y. Zhao, Z. Zhang, W. Qiao, and L. Wu, An Extended Flux Model-Based Rotor Position Estimator for Sensorless Control of Salient-Pole Permanent-Magnet Synchronous Machines, IEEE Transactions on Power Electronics, vol. 30, no. 8, August 2015, pp. 4412-4422.
https://doi.org/10.1109/TPEL.2014.2358621

Y. S. Jung and M. G. Kim, Sliding Mode Observer for Sensorless Control of IPMSM Drives, Journal of Power Electronics, vol. 9, no. 1, January 2009, pp. 117-223.

S. Bolognani, S. Calligaro, and R. Petrella, Design Issues and Estimation Errors Analysis of Back-EMF-Based Position and Speed Observer for SPM Synchronous Motors, IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 2, no. 2, June 2014, pp. 159-170.
https://doi.org/10.1109/JESTPE.2013.2296974

J. M. Liu and Z. Q. Zhu, Improved Sensorless Control of Permanent-Magnet Synchronous Machine Based on Third-Harmonic Back EMF, IEEE Transactions on Industry Applications, vol. 50, no. 3, May/June 2014, pp. 1861-1870.
https://doi.org/10.1109/TIA.2013.2284299

V. Šmídl and Z. Peroutka, Advantages of Square-Root Extended Kalman Filter for Sensorless Control of AC Drives, IEEE Transactions on Industrial Electronics, vol. 59, no. 11, November 2012, pp. 4189-4196.
https://doi.org/10.1109/TIE.2011.2180273

H. Li, Z. Wang, C. Wen, and X. Wang, Sensorless Control of Surface-Mounted Permanent Magnet Synchronous Motor Drives Using Nonlinear Optimization, IEEE Transactions on Power Electronics, vol. 34, no. 9, September 2019, pp.8930-8944.
https://doi.org/10.1109/TPEL.2018.2885552

Risfendra, Y. S. Kung, M. S. Wang, and L. C. Huang, Realization of a Sensorless Speed Controller for Permanent Magnet Synchronous Motor Drives Based on Field Programmable Gate Array Technology, Advances in Mechanical Engineering-SAGE, vol. 9, 11, September 2017, pp. 1-19.
https://doi.org/10.1177/1687814017734113

L. Qu, W. Qiao, and L. Qu, An Enhanced Linear Active Disturbance Rejection Rotor Position Sensorless Control for Permanent Magnet Synchronous Motors, IEEE Transactions on Power Electronics, vol. 35, no. 6, June 2020, pp. 6175-6184.
https://doi.org/10.1109/TPEL.2019.2953162

C. H. Hong, J. Lee, and D. M. Lee, Sensorless Scheme for Interior Permanent Magnet Synchronous Motors with a Wide Speed Control Range, Journal of Power Electronics, vol. 16, no. 6, November 2016, pp. 2173-2181.
https://doi.org/10.6113/JPE.2016.16.6.2173

Y. Zhao, Z. Zhang, W. Qiao, and L. Wu, An Extended Flux Model-Based Rotor Position Estimator for Sensorless Control of Salient-Pole Permanent-Magnet Synchronous Machines, IEEE Transactions on Power Electronics, vol. 30, no. 8, August 2015, pp. 4412-4422.
https://doi.org/10.1109/TPEL.2014.2358621

C. Wu, Y. Zhao, and M. Sun, Enhancing Low-Speed Sensorless Control of PMSM Using Phase Voltage Measurements and Online Multiple Parameter Identification, IEEE Transactions on Power Electronics, vol. 35, no. 10, October 2020, pp. 10700-10710.
https://doi.org/10.1109/TPEL.2020.2978200

F. Peng, Y. Yao, Z. Wang, Y. Huang, H. Yang, and B. Xie, Position Estimation Method of IPMSM in Full Speed Range by Simplified Quadratic Optimization, IEEE Access, vol. 8, June 2020, pp. 109964-109975.
https://doi.org/10.1109/ACCESS.2020.3002456

N. S. Park, M. H. Jang, J. S. Lee, K. S. Hong, and J. M. Kimy, Performance Improvement of a PMSM Sensorless Control Algorithm Using a Stator Resistance Error Compensator in the Low Speed Region, Journal of Power Electronics, vol. 10, no. 5, September 2010, pp. 485-490.
https://doi.org/10.6113/JPE.2010.10.5.485

Ismagilov, F., Vavilov, V., Bekuzin, V., Ayguzina, V., Nurgaliyeva, R., Topology Selection of the Interior Permanent Magnet Synchronous Motor with Asynchronous Start-Up, (2018) International Review of Aerospace Engineering (IREASE), 11 (5), pp. 194-200.
https://doi.org/10.15866/irease.v11i5.14812

Krichen, M., Chaieb, M., Elbouchikhi, E., Hadj, N., Benbouzid, M., Neji, R., Eccentricity Faults Diagnosis in Permanent Magnet Synchronous Motors: a Finite Element-Based Approach, (2019) International Journal on Energy Conversion (IRECON), 7 (6), pp. 207-217.
https://doi.org/10.15866/irecon.v7i6.18602

Hezzi, A., Ben Elghali, S., Bensalem, Y., Zhou, Z., Benbouzid, M., Abdelkrim, M., Active Disturbance Rejection Control of a Five-Phase PMSM with Parameters Variation, (2019) International Journal on Energy Conversion (IRECON), 7 (5), pp. 171-180.
https://doi.org/10.15866/irecon.v7i5.18184

Mazari, M., Boudinar, A., Mazari, B., Effect of Open Circuit Fault on PMSM Drive Controlled by Sliding Mode Control and Feedback Linearization Using Time and Frequency Analysis, (2018) International Review on Modelling and Simulations (IREMOS), 11 (4), pp. 235-244.
https://doi.org/10.15866/iremos.v11i4.14109


Refbacks

  • There are currently no refbacks.



Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize