Fuzzy Predictive Force Control (FPFC) for Speed Sensorless Control of Single-side Linear Induction Motor

Authors

  • S. Masoumi Kazraji Department of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
  • M. R. Feyzi Department of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
  • M. B. Bannae Sharifian Department of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
  • S. Tohidi Department of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran
Volume: 7 | Issue: 6 | Pages: 2132-2138 | December 2017 | https://doi.org/10.48084/etasr.1591

Abstract

In this paper a model fuzzy predictive force control (FPFC) for the speed sensorless control of a single-side linear induction motor (SLIM) is proposed. The main purpose of of predictive control is minimizing the difference between the future output and reference values. This control method has a lower force ripple and a higher convergence speed in comparison to conventional predictive force control (CPFC). In this paper, CPFC and FPFC are applied to a linear induction motor and their results are compared. The results show that this control method has better performance in comparison to the conventional predictive control method.

Keywords:

linear induction motor(LIM), predictive force control (PFC), fuzzy logic, estimation, speed control

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References

I. Boldea, S. A Nasar, “Linear electric actuators and generators”, IEEE International Conference on Electric Machines and Drives Record, pp. MA1/1.1-MA1/1.5, 1997

I. Boldea, Linear electric machines, drives, and maglevs handbook, CRC Press, 2013

R. Hellinger, P. Mnich, “Linear Motor-Powered Transportation: History, Present Status, and Future Outlook,” Proceedings of the IEEE, Vol. 97, No. 11, pp. 1892-1900, 2009 DOI: https://doi.org/10.1109/JPROC.2009.2030249

L. Yan, “The Linear Motor Powered Transportation Development and Application in China,” Proceedings of the IEEE, Vol. 97, No. 11, pp. 1872-1880, 2009 DOI: https://doi.org/10.1109/JPROC.2009.2030245

I. Boldea, S. A. Nasar, Linear Electric Actuators and Generators, Cambridge, U.K.: Cambridge University Press, 1997 DOI: https://doi.org/10.1017/CBO9780511529641

I. Boldea, S. A. Nasar, Linear Electric Motors, Englewood Cliffs, NJ, USA: Prentice-Hall, 1987

F. Alonge, M. Cirrincione, M. Pucci, A. Sferlazza, “Input–output feedback linearizing control of linear induction motor taking into consideration the end-effects. Part I: Theoretical analysis”, Control Engineering Practice, Vol. 36, pp. 133-141, 2015 DOI: https://doi.org/10.1016/j.conengprac.2014.08.009

F. Alonge, M. Cirrincione, M. Pucci, A. Sferlazza, “Input–output feedback linearizing control of linear induction motor taking into consideration the end-effects. Part II: Simulation and experimental results”, Control Engineering Practice, Vol. 36, pp. 142-150, 2015 DOI: https://doi.org/10.1016/j.conengprac.2014.09.013

T. T. Overboom, J. P. C. Smeets, J. W. Jansen, E. Lomonova, “Decoupled control of thrust and normal force in a double-layer single-sided linear induction motor”, Mechatronics, Vol. 23, No. 2, pp. 213-221, 2013 DOI: https://doi.org/10.1016/j.mechatronics.2012.06.005

G. Kang, K. Nam, “Field-oriented control scheme for linear induction motor with the end effect”, IEE Proceedings - Electric Power Applications, Vol. 152, No. 6, pp. 1565–1572, 2005 DOI: https://doi.org/10.1049/ip-epa:20045185

S. Masoumi Kazraji, M. B. Bannae Sharifian, “Direct Thrust Force and Flux Control of a PM-Linear Synchronous Motor Using Fuzzy Sliding-Mode Observer”, Advances in Electrical and Electronic Engineering, Vol. 13, No.1, pp. 1-9, 2015 DOI: https://doi.org/10.15598/aeee.v13i1.999

C. A. Rojas, J. Rodriguez, F. Villarroel, J. R. Espinoza, C. A. Silva, M. Trincado, “Predictive torque and flux control without weighting factors”, IEEE Transactions on Industrial Electronics, Vol. 60, No. 2, pp. 681–690, 2013

Y. Zhang, W. Xie, Z. Li, Y. Zhang, “Model predictive direct power control of a PWM rectifier with duty cycle optimization”, IEEE Transactions on Power Electronics, Vol. 28, No. 11, pp. 5343–5351, 2013 DOI: https://doi.org/10.1109/TPEL.2013.2243846

S. A. Davari, D. A. Khaburi, R. Kennel, “An improved FCS–MPC algorithm for an induction motor with an imposed optimized weighting factor”, IEEE Transactions on Power Electronics, Vol. 27, No. 3, pp. 1540–1551, 2012

C. A. Rojas, J. Rodriguez, F. Villarroel, J. R. Espinoza, C. A. Silva, M. Trincado, “Predictive torque and flux control without weighting factors”, IEEE Transactions on Industrial Electronics, Vol. 60, No. 2, pp. 681–690, 2013 DOI: https://doi.org/10.1109/TIE.2012.2206344

T. Geyer, “Computationally efficient model predictive direct torque control”, IEEE Transactions on Power Electronics, Vol. 26, No. 10, pp. 2804–2816, 2011 DOI: https://doi.org/10.1109/TPEL.2011.2121921

S. A. Davari, D. A. Khaburi, R. Kennel, “An improved FCS–MPC algorithm for an induction motor with an imposed optimized weighting factor”, IEEE Transactions on Power Electronics, Vol. 27, No. 3, pp. 1540–1551, 2012 DOI: https://doi.org/10.1109/TPEL.2011.2162343

Y. Zhang, H. Yang, “Torque ripple reduction of model predictive torque control of induction motor drives”, IEEE Energy Conversion Congress and Exposition, pp. 1176–1183, 2013 DOI: https://doi.org/10.1109/ECCE.2013.6646838

M. Hosein Holakooie, M. Ojaghi, A. Taheri, “Full-order Luenberger observer based on fuzzy-logic control for sensorless field-oriented control of a single-sided linear induction motor”, ISA Transactions, Vol. 60, pp. 96-108, 2016 DOI: https://doi.org/10.1016/j.isatra.2015.11.022

J. Rodriguez, P. Cortes, Predictive Control of Power Converters and Electrical Drives, New York, , USA: Wiley-IEEE Press, 2012 DOI: https://doi.org/10.1002/9781119941446

C. Lascu, A. Trzynadlowski, “Combining the principles of sliding mode, direct torque control, and space vector modulation in a high performance sensorless ac drive”, IEEE Transactions on Industry Applications, Vol. 40, No. 1, pp. 170-177, 2004 DOI: https://doi.org/10.1109/TIA.2003.821667

H. Miranda, P. Cortes, J. I. Yuz, J. Rodriguez, “Predictive torque control of induction machines based on state-space models IEEE Transactions on Industrial Electronics, Vol. 56, No. 6, pp. 1916–1924, 2009 DOI: https://doi.org/10.1109/TIE.2009.2014904

J. H. Jung, “Real-time and Power Hardware-in-the-loop Simulation of PEM Fuel Cell Stack System”, Journal of Power Electronics, Vol. 11, No. 2, pp. 202-210, 2011 DOI: https://doi.org/10.6113/JPE.2011.11.2.202

C. S. Edrington, O. Vodyakho, B. A. Hacker, “Development of a Unified Research Platform for Plug-In Hybrid Electrical Vehicle Integration Analysis Utilizing the Power Hardware-in-the-Loop Concept”, Journal of Power Electronics, Vol. 11, No. 4, pp. 471-478, 2011 DOI: https://doi.org/10.6113/JPE.2011.11.4.471

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How to Cite

[1]
S. Masoumi Kazraji, M. R. Feyzi, M. B. Bannae Sharifian, and S. Tohidi, “Fuzzy Predictive Force Control (FPFC) for Speed Sensorless Control of Single-side Linear Induction Motor”, Eng. Technol. Appl. Sci. Res., vol. 7, no. 6, pp. 2132–2138, Dec. 2017.

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