A High-Performance Pll Observer for Sensorless Three-Phase Induction Motor Control
DOI:
https://doi.org/10.18618/REP.2022.4.0019Keywords:
Field-oriented control, Induction machine, Phase-Locked Loop, Speed control, Speed SensorlessAbstract
This paper presents an enhanced estimation algorithm based on the PLL (phase-locked loop) approach, which is used to estimate the rotor speed in induction motors (IM) drives. It can be challenging to obtain an accurate estimate during frequency ramps using existing PLL schemes. Thus, the performance of PLL schemes can be degraded during the acceleration and deceleration operations when applied to motor drives. In addition, the performance of conventional PLL scheme estimation is negatively affected by disturbances, for example, DC offsets. One of the novelties of the proposed speed observer (HPPO - High-Performance PLL Observer) is error normalization, which is based on the currents and a mechanism of variable gain based on the reference speed. The reference speed is also used to build an additional feedforward adjustment action. These modifications improve estimator results during load insertions and at low rates. In order to validate the proposed HPPO algorithm, it is implemented experimentally in a laboratory prototype using a 2.2kW IM. The motor is driven by a three-phase pulse width modulation (PWM) power converter, which is controlled by a DSP TMS320F28069. Numerical analysis and experimental results are carried out to validate the proposed scheme's high performance.
Downloads
References
J. Holtz, J. Quan, J. Pontt, J. Rodriguez, P. Newman,H. Miranda, "Design of fast and robust current regulators for high-power drives based on complex state variables",IEEE Transactions on IndustryApplications, vol. 40, no. 5, pp. 1388-1397, Sep. 2004. https://doi.org/10.1109/TIA.2004.834049 DOI: https://doi.org/10.1109/TIA.2004.834049
H. T. Câmara, H. A. Grundling, "A MMRAC Controller Applied To Encoderless Speed Control Induction Motor Drives",Revista Eletrônica dePotência, vol. 10, no. 2, pp. 49-56, Nov. 2005. https://doi.org/10.18618/REP.2005.2.049056 DOI: https://doi.org/10.18618/REP.2005.2.049056
F. Blaschke, "The principle of field orientation as applied to the new transvector closed loop system for rotating field machines",Siemens Rev, vol. 39, no. 5,pp. 217-220, May 1972.
J. Holtz, "Pulse width modulation for electronic power conversion",Proceedings of the IEEE, vol. 82, no. 8,pp. 1194-1214, Aug. 1994. https://doi.org/10.1109/5.301684 DOI: https://doi.org/10.1109/5.301684
Z. M. Elbarbary, H. A. Hamed, E. E. El-Kholy,"Comments on A Performance Investigation of a Four-Switch Three-Phase Inverter-Fed IM Drives at Low Speeds Using Fuzzy Logic and PI Controllers",IEEE Transactions on Power Electronics, vol. 33, no. 9, pp. 8187-8188, Sept 2018. https://doi.org/10.1109/TPEL.2017.2743681 DOI: https://doi.org/10.1109/TPEL.2017.2743681
I. M. Mehedi, N. Saad, M. A. Magzoub, U. M.Al-Saggaf, A. H. Milyani, "Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers",IEEE Access, pp. 1-1, Feb. 2022. https://doi.org/10.1109/ACCESS.2022.3150360 DOI: https://doi.org/10.1109/ACCESS.2022.3150360
T. H. dos Santos, A. Goedtel, S. A. O. da Silva,M. Suetake, "Controle Escalar do Motor de Indução Usando a Técnica Sensorless Neural",Revista Eletrônica de Potência, vol. 19, no. 1, pp. 24-35, Feb.2014. https://doi.org/10.18618/REP.2014.1.024035 DOI: https://doi.org/10.18618/REP.2014.1.024035
X. Fu, S. Li, "A Novel Neural Network Vector Control Technique for Induction Motor Drive",IEEE Transactions on Energy Conversion,vol. 30, no. 4, pp. 1428-1437, Dec. 2015. https://doi.org/10.1109/TEC.2015.2436914 DOI: https://doi.org/10.1109/TEC.2015.2436914
Z. Yan, C. Jin, V. Utkin, "Sensorless sliding-mode control of induction motors",IEEE Transactions on Industrial Electronics, vol. 47, no. 6, pp. 1286-1297,Dec. 2000. https://doi.org/10.1109/41.887957 DOI: https://doi.org/10.1109/41.887957
C. Lascu, I. Boldea, F. Blaabjerg, "Direct torque control of sensorless induction motor drives: a sliding-mode approach",IEEE Transactions on Industry Applications, vol. 40, no. 2, pp. 582-590, Mar.-Apr2004. https://doi.org/10.1109/TIA.2004.824441 DOI: https://doi.org/10.1109/TIA.2004.824441
Z. Zhang, H. Xu, L. Xu, L. Heilman, "Sensorless direct field-oriented control of three-phase induction motors based on "Sliding Mode" for washing-machine drive applications",IEEE Transactions on IndustryApplications, vol. 42, no. 3, pp. 694-701, May-Jun.2006. https://doi.org/10.1109/TIA.2006.872919 DOI: https://doi.org/10.1109/TIA.2006.872919
S. M. Gadoue, D. Giaouris, J. W. Finch, "MRASSensorless Vector Control of an Induction MotorUsing New Sliding-Mode and Fuzzy-Logic Adaptation Mechanisms",IEEE Transactions on Energy Conversion, vol. 25, no. 2, pp. 394-402, Jun.2010. https://doi.org/10.1109/TEC.2009.2036445 DOI: https://doi.org/10.1109/TEC.2009.2036445
C. Lascu, F. Blaabjerg, "Super-twisting sliding mode direct torque contol of induction machine drives",in 2014 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 5116-5122, 2014. https://doi.org/10.1109/ECCE.2014.6954103 DOI: https://doi.org/10.1109/ECCE.2014.6954103
H. Wang, X. Ge, Y.-C. Liu, "Second-Order Sliding-Mode MRAS Observer-Based Sensorless Vector Control of Linear Induction Motor Drives for Medium-Low Speed Maglev Applications",IEEE Transactions on Industrial Electronics, vol. 65, no. 12, pp. 9938-9952, Dec. 2018. https://doi.org/10.1109/TIE.2018.2818664 DOI: https://doi.org/10.1109/TIE.2018.2818664
M. Zand, M. Azimi Nasab, M. Khoobani, A. Jahangiri,S. Hossein Hosseinian, A. Hossein Kimiai,"Robust Speed Control for Induction Motor Drives Using STSM Control",in 2021 12th Power Electronics, Drive Systems, and TechnologiesConference (PEDSTC), pp. 1-6, 2021. https://doi.org/10.1109/PEDSTC52094.2021.9405912 DOI: https://doi.org/10.1109/PEDSTC52094.2021.9405912
S. K. Kakodia, G. Dynamina, "A Comparative Study of DFOC and IFOC for IM Drive",in2020 First IEEE International Conference on Measurement, Instrumentation, Control and Automation (ICMICA), pp. 1-5, 2020. https://doi.org/10.1109/ICMICA48462.2020.9242909 DOI: https://doi.org/10.1109/ICMICA48462.2020.9242909
P. Vas,Sensorless vector and direct torque control,Oxford University Press, 1998. https://doi.org/10.1093/oso/9780198564652.001.0001 DOI: https://doi.org/10.1093/oso/9780198564652.001.0001
D. D. Pinheiro, C. M. O. Stein, J. P. Costa, R. Cardoso,E. G. Carati, "Comparison of sensorless techniques based on Model Reference Adaptive System for induction motor drives",in 2015 IEEE 13th Brazilian Power Electronics Conference and 1st Southern Power Electronics Conference (COBEP/SPEC), pp. 1-6, Nov.2015. https://doi.org/10.1109/COBEP.2015.7420106 DOI: https://doi.org/10.1109/COBEP.2015.7420106
J. Holtz, "Sensorless control of induction motordrives", vol. 90, no. 8, pp. 1359-1394, Aug. 2002. https://doi.org/10.1109/JPROC.2002.800726 DOI: https://doi.org/10.1109/JPROC.2002.800726
J. Holtz, J. Quan, "Sensorless vector control of induction motors at very low speed using a nonlinear inverter model and parameter identification",IEEE Transactions on Industry Applications,vol. 38, no. 4, pp. 1087-1095, July 2002. https://doi.org/10.1109/TIA.2002.800779 DOI: https://doi.org/10.1109/TIA.2002.800779
C. Schauder, "Adaptive speed identification for vector control of induction motors without rotational transducers",IEEE Transactions on IndustryApplications, vol. 28, no. 5, pp. 1054-1061, Sep.1992. https://doi.org/10.1109/28.158829 DOI: https://doi.org/10.1109/28.158829
L. Ben-Brahim, S. Tadakuma, A. Akdag, "Speed control of induction motor without rotational transducers",IEEE Transactions on Industry Applications, vol. 35, no. 4, pp. 844-850, July1999. https://doi.org/10.1109/28.777193 DOI: https://doi.org/10.1109/28.777193
C. Lascu, I. Boldea, F. Blaabjerg, "A modified direct torque control for induction motor sensorless drive",IEEE Transactions on Industry Applications, vol. 36,no. 1, pp. 122-130, Jan. 2000. https://doi.org/10.1109/28.821806 DOI: https://doi.org/10.1109/28.821806
H. Kubota, K. Matsuse, T. Nakano, "DSP-based speed adaptive flux observer of induction motor",IEEETransactions on Industry Applications, vol. 29, no. 2,pp. 344-348, March 1993. https://doi.org/10.1109/28.216542 DOI: https://doi.org/10.1109/28.216542
S.-H. Kim, T.-S. Park, J.-Y. Yoo, G.-T. Park, "Speed-sensorless vector control of an induction motor using neural network speed estimation",IEEE Transactionson Industrial Electronics, vol. 48, no. 3, pp. 609-614,June 2001. https://doi.org/10.1109/41.925588 DOI: https://doi.org/10.1109/41.925588
V. I. Utkin, "Variable structure systems with sliding modes",IEEE Transactions on Automatic Control,vol. 22, no. 2, pp. 212-22, April 1977. https://doi.org/10.1109/TAC.1977.1101446 DOI: https://doi.org/10.1109/TAC.1977.1101446
A. Sabanovic, D. B. Izosimov, "Application of Sliding Modes to Induction Motor Control",IEEE Transactions on Industry Applications,vol. IA-17, no. 1, pp. 41-49, Jan. 1981. https://doi.org/10.1109/TIA.1981.4503896 DOI: https://doi.org/10.1109/TIA.1981.4503896
V. I. Utkin, J. Guldner, M. Shijun, "Sliding mode control in electromechanical systems",in IEEE Decision and Control Conference, pp. 4591-4596,1996.
A. D. Gloria, D. Grosso, M. Olivieri, G. Restani, "A novel stability analysis of a PLL for timing recovery in hard disk drives",IEEE Transactions on Circuitsand Systems I: Fundamental Theory and Applications,vol. 46, no. 8, pp. 1026-1031, Aug. 1999. https://doi.org/10.1109/81.780384 DOI: https://doi.org/10.1109/81.780384
L. Harnefors, H. . Nee, "A general algorithm forspeed and position estimation of AC motors",IEEETransactions on Industrial Electronics, vol. 47, no. 1,pp. 77-83, Feb. 2000. https://doi.org/10.1109/41.824128 DOI: https://doi.org/10.1109/41.824128
M. Comanescu, L. Xu, "An improved flux observer based on PLL frequency estimator for sensorless vector control of induction motors",IEEE Transactions on Industrial Electronics, vol. 53, no. 1, pp. 50-56, Feb.2006. https://doi.org/10.1109/TIE.2005.862317 DOI: https://doi.org/10.1109/TIE.2005.862317
M. H. Bierhoff, "A General PLL-Type Algorithm for Speed Sensorless Control of Electrical Drives",IEEE Transactions on Industrial Electronics,vol. 64, no. 12, pp. 9253-9260, Dec. 2017, doi:10.1109/TIE.2017.2711568. https://doi.org/10.1109/TIE.2017.2711568 DOI: https://doi.org/10.1109/TIE.2017.2711568
D. D. Pinheiro, E. G. Carati, F. S. D. Sant,J. P. d. Costa, R. Cardoso, C. M. P. de Stein,"Improved Sliding Mode and PLL Speed Estimatorsfor Sensorless Vector Control of Induction Motors",in2018 13th IEEE International Conference on IndustryApplications (INDUSCON), pp. 1030-1037, 2018. https://doi.org/10.1109/INDUSCON.2018.8627293 DOI: https://doi.org/10.1109/INDUSCON.2018.8627293
P. Mishra, C. Lascu, M. M. Bech, B. Rannestad,S. Munk-Neilsen, "Design and Analysis of PLL Speed Estimator for Sensorless Rotor-Flux Oriented Control of Induction Motor Drives",in 2021 IEEE Energy Conversion Congress and Exposition (ECCE), pp. 4743-4747, 2021. https://doi.org/10.1109/ECCE47101.2021.9595316 DOI: https://doi.org/10.1109/ECCE47101.2021.9595316
D. D. Pinheiro,Analysis and proposition of strategies estimation and speed control for induction motors three-phase, Federal University of Technology -Parana, 2016.
P. Krause, O. Wasynczuk, S. D. Sudhoff, S. Pekarek,Analysis of electric machinery and drive systems,vol. 75, John Wiley Sons, 2013. https://doi.org/10.1002/9781118524336 DOI: https://doi.org/10.1002/9781118524336
R. Teodorescu, M. Liserre, P. Rodriguez,Grid converters for photovoltaic and wind power systems,vol. 29, John Wiley Sons, Ltd, Dec. 2010. https://doi.org/10.1002/9780470667057 DOI: https://doi.org/10.1002/9780470667057
G. F. Franklin, J. Powell, A. Emami-Naeini,FeedbackControl of Dynamic Systems, ISBN 9780133496598,JPrentice Hall, Jan. 2002.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2022 Revista Eletrônica de Potência
This work is licensed under a Creative Commons Attribution 4.0 International License.