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A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account

Year 2014, Volume: 2 Issue: 3, 46 - 50, 01.07.2014
https://doi.org/10.18201/ijisae.25215

Abstract

This paper presents a design of a fuzzy logic controller (FLC) with tuning output scaling factor for speed control of indirect field oriented induction motor (IM) taking core loss into account. The variation of output scaling factor of FLC depends on the normalized output of FLC. Firstly the speed control of IM taking core loss into account is presented by using FLC with fixed scaling factors (FLC-FSF). Secondly the speed controller based on suggested FLC with tuning output scaling factor (FLC-TOSF) is proposed. The performance of the proposed FLC-TOSF for speed control of IM are investigated and compared to those obtained using FLC-SFS at different operating conditions and variation of parameters. A comparison of simulation results shows that the convergence of actual speed to reference speed is faster by using the proposed FLC-TOSF.

References

  • M. Nasir Uddin, Tawfik S. Radwan and M. Azizur Rahman, “Performances of Fuzzy-Logic-Based Indirect Vector Control for Induction Motor Drive,” IEEE Ind. Applications, vol.38, No. 5, pp. 1219 - 1225, Sep./Oct. 2002.
  • I. Boldea and S.A. Nasar, “Unified Treatment of Core Losses and Saturation in the Orthogonal-axis Model of Electric Machines,” IEE Proc., Vol.134, Pt. B, No.6, pp.355 - 363, 1987.
  • Emil Levi, “Rotor Flux Oriented Control of Induction Machines Considering the Core Loss,” Electrical Machines and Power Systems, Vol.24, No.1, pp. 37-50, 1996.
  • M. A. Mannan, T. Murata, J. Tamura and T. Tsuchiya, “Indirect Field Oriented Control for High Performance Induction Motor Drives Using Space Vector Modulation with Consideration of Core Loss,” in Proc. PESC’03, Acapulco, Mexico, pp. 1449–1454, 15-19 June, 2003.
  • M. A. Mannan, T. Murata, J. Tamura and T. Tsuchiya, “Fuzzy-Logic-Based High-Performance Control of Induction Motor Taking Core Loss into Account,” in Proc.ICEM’04, Cracow, Poland, Paper No. 256, 5 - 8 September, 2004.
  • B N Kar; K B Mohanty; M Singh, Indirect vector control of induction motor using fuzzy logic controller, in Proc. ICEEE”11 (International conference on Environment and Electrical Engineering), pp. 1-4, 2011.
  • D. A. Linkens and H. O. Nyongesa, “Genetic Algorithams for Fuzzy Control Part 2: Online System Development and Application,” IEE Proc. Control Theory Application, Vol. 142, No. 3, pp. 177-185, 1995.
  • Aldo Balestrino, Alberto Landi and Luca Sani, “CUK Converter Global Control Via Fuzzy Logic and Scaling Factors,” IEEE Ind. Applications, vol.38, No. 2, pp. 406 - 413, Mar./Apr. 2002.
  • D. Driankov, H. Hellendoorn and M. Reinfrank, An Introduction to Fuzzy Control, Springer-Verlag, 1993.
Year 2014, Volume: 2 Issue: 3, 46 - 50, 01.07.2014
https://doi.org/10.18201/ijisae.25215

Abstract

References

  • M. Nasir Uddin, Tawfik S. Radwan and M. Azizur Rahman, “Performances of Fuzzy-Logic-Based Indirect Vector Control for Induction Motor Drive,” IEEE Ind. Applications, vol.38, No. 5, pp. 1219 - 1225, Sep./Oct. 2002.
  • I. Boldea and S.A. Nasar, “Unified Treatment of Core Losses and Saturation in the Orthogonal-axis Model of Electric Machines,” IEE Proc., Vol.134, Pt. B, No.6, pp.355 - 363, 1987.
  • Emil Levi, “Rotor Flux Oriented Control of Induction Machines Considering the Core Loss,” Electrical Machines and Power Systems, Vol.24, No.1, pp. 37-50, 1996.
  • M. A. Mannan, T. Murata, J. Tamura and T. Tsuchiya, “Indirect Field Oriented Control for High Performance Induction Motor Drives Using Space Vector Modulation with Consideration of Core Loss,” in Proc. PESC’03, Acapulco, Mexico, pp. 1449–1454, 15-19 June, 2003.
  • M. A. Mannan, T. Murata, J. Tamura and T. Tsuchiya, “Fuzzy-Logic-Based High-Performance Control of Induction Motor Taking Core Loss into Account,” in Proc.ICEM’04, Cracow, Poland, Paper No. 256, 5 - 8 September, 2004.
  • B N Kar; K B Mohanty; M Singh, Indirect vector control of induction motor using fuzzy logic controller, in Proc. ICEEE”11 (International conference on Environment and Electrical Engineering), pp. 1-4, 2011.
  • D. A. Linkens and H. O. Nyongesa, “Genetic Algorithams for Fuzzy Control Part 2: Online System Development and Application,” IEE Proc. Control Theory Application, Vol. 142, No. 3, pp. 177-185, 1995.
  • Aldo Balestrino, Alberto Landi and Luca Sani, “CUK Converter Global Control Via Fuzzy Logic and Scaling Factors,” IEEE Ind. Applications, vol.38, No. 2, pp. 406 - 413, Mar./Apr. 2002.
  • D. Driankov, H. Hellendoorn and M. Reinfrank, An Introduction to Fuzzy Control, Springer-Verlag, 1993.
There are 9 citations in total.

Details

Primary Language English
Journal Section Research Article
Authors

Mohammad Mannan

Publication Date July 1, 2014
Published in Issue Year 2014 Volume: 2 Issue: 3

Cite

APA Mannan, M. (2014). A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account. International Journal of Intelligent Systems and Applications in Engineering, 2(3), 46-50. https://doi.org/10.18201/ijisae.25215
AMA Mannan M. A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account. International Journal of Intelligent Systems and Applications in Engineering. July 2014;2(3):46-50. doi:10.18201/ijisae.25215
Chicago Mannan, Mohammad. “A Fuzzy Logic Controller With Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account”. International Journal of Intelligent Systems and Applications in Engineering 2, no. 3 (July 2014): 46-50. https://doi.org/10.18201/ijisae.25215.
EndNote Mannan M (July 1, 2014) A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account. International Journal of Intelligent Systems and Applications in Engineering 2 3 46–50.
IEEE M. Mannan, “A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account”, International Journal of Intelligent Systems and Applications in Engineering, vol. 2, no. 3, pp. 46–50, 2014, doi: 10.18201/ijisae.25215.
ISNAD Mannan, Mohammad. “A Fuzzy Logic Controller With Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account”. International Journal of Intelligent Systems and Applications in Engineering 2/3 (July 2014), 46-50. https://doi.org/10.18201/ijisae.25215.
JAMA Mannan M. A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account. International Journal of Intelligent Systems and Applications in Engineering. 2014;2:46–50.
MLA Mannan, Mohammad. “A Fuzzy Logic Controller With Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account”. International Journal of Intelligent Systems and Applications in Engineering, vol. 2, no. 3, 2014, pp. 46-50, doi:10.18201/ijisae.25215.
Vancouver Mannan M. A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account. International Journal of Intelligent Systems and Applications in Engineering. 2014;2(3):46-50.