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Hybrid Speed Control of Induction Motor using PI and Fuzzy Controller

by Hossein Ebadi Kalhoodashti, Dr. Mehdi Shahbazian
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 30 - Number 11
Year of Publication: 2011
Authors: Hossein Ebadi Kalhoodashti, Dr. Mehdi Shahbazian
10.5120/3685-4876

Hossein Ebadi Kalhoodashti, Dr. Mehdi Shahbazian . Hybrid Speed Control of Induction Motor using PI and Fuzzy Controller. International Journal of Computer Applications. 30, 11 ( September 2011), 44-50. DOI=10.5120/3685-4876

@article{ 10.5120/3685-4876,
author = { Hossein Ebadi Kalhoodashti, Dr. Mehdi Shahbazian },
title = { Hybrid Speed Control of Induction Motor using PI and Fuzzy Controller },
journal = { International Journal of Computer Applications },
issue_date = { September 2011 },
volume = { 30 },
number = { 11 },
month = { September },
year = { 2011 },
issn = { 0975-8887 },
pages = { 44-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume30/number11/3693-4876/ },
doi = { 10.5120/3685-4876 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:16:50.692807+05:30
%A Hossein Ebadi Kalhoodashti
%A Dr. Mehdi Shahbazian
%T Hybrid Speed Control of Induction Motor using PI and Fuzzy Controller
%J International Journal of Computer Applications
%@ 0975-8887
%V 30
%N 11
%P 44-50
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a modified fuzzy control for speed control of induction motor (IM). At first, the PI controller is investigated for speed control of Induction Motor, and then fuzzy logic controller performance is simulated. Induction Motor performance is checked through the simulation studies in MATLAB/SIMULINK environment. Hybridization of fuzzy logic (FL) and PI controller for the speed control of given motor is also performed to remove the disadvantages of FL controller (steady-state error) and PI controller (overshoot and undershoot). According to the simulation results, hybrid controller creates better performance in terms of rice time, overshoot, undershoot and settling time.

References
  1. Bose, B. K, Power Electronics and AC Drives, Prentice-Hall, Englewood Cliffs, N.J, 1986.
  2. Li-Xin Wang, A Course in Fuzzy Systems and Control, Prentice-Hall International, Inc, 1995.
  3. Rajesh Kumar, R.A.Gupta, S.V.Bhangale, Indirect Vector Controlled Induction Motor Drive with Fuzzy Logic Based Intelligent Controller, IETECH Journal of Electrical Analysis, Vol: 2, No: 4, 211-216, 2008.
  4. Abdelkader MEROUFEL, Ahmed MASSOUM, Baghdad BELABES, Fuzzy Adaptive Model Following Speed Control for Vector Controlled Permanent Magnet Synchronous Motor, Leonardo Electronic Journal of Practices and Technologies, ISSN 1583-1078, 2008.
  5. V.Chitra, R.S.Prabhakar, Induction Motor Speed Control using Fuzzy Logic Controller, World Academy of Science, Engineering and Technology 23, 2006.
  6. Mouloud Azzedine Denai, Sid Ahmed Attia, Fuzzy and Neural Control of an Induction Motor, Int.J.Appl.Math.Comput.Sci., Vol.12, No.2, 221-233, 2002.
  7. R.Arulmozhiyal, Dr.K.Baskaran, Speed Control of Induction Motor using Fuzzy PI and Optimization using GA, International Journal of Recent Trends in Engineering, Vol 2, No.5, and November, 2009.
  8. K.Nabti, K.Abed, H.Benalla, Improved DTC Relying on Hybrid Fuzzy-Self Tuning PI Regulator for the Permanent Magnet Synchronous Machine, ICGST-ACSE Journal, ISSN 1687-4811, Volume 8, and January, 2009.
  9. Leonhard, W, Control of Electrical Drives, Springer-Verlag, Berlin, 1996.
  10. Murphy, J. M. D, Turnbull, F. G, Power Electronic Control of AC Motors, Pergamon Press, Oxford, 1985.
  11. R. Krishnan, Electric motor drives – Modeling, Analysis, and Control, Prentice Hall of India publication, 2003.
  12. J.-H. Kim, K.-C. Kim, E. K. P. Chong, Fuzzy pre-compensated PID controllers, IEEE Transactions on Control System, 2, 406-411, 1994.
  13. S.-W. Lee, M.-J. Jeong, B.-I. Jang, C.-H. Yoo, S.-G. Kim, Y.-S. Park, Fuzzy pre-compensated PI controller for a variable capacity heat pump, In proceedings of the IEEE Conference on control Applications, pp. 953-957, 1998.
  14. Radha Thangaraj, Thanga Raj Chelliah, Millie Pant, Ajith Abraham, Crina Grosan, Optimal gain tuning of PI speed controller in induction motor drives using particle swarm optimization, published by Oxford University Press, 2010.
  15. B. Singh, G. Choudhuri, Fuzzy logic based speed controllers for vector controlled induction motor drive, IETE Journal of Research, 48, 441-447, 2002.
  16. C. Thanga Raj, S.P. Stivastava, P. Agarwal, Particle swarm and fuzzy logic based optimal energy control of induction motor for a mine hoist load diagram, IAENG International Journal of Computer Science, 36, 17-25, 2009.
  17. K. V. Naresh, Investigation of SVM-PWM based Induction Motor Drives, M Tech Dissertation, Indian Institute of Technology Roorkee, 2007.
  18. M. Pant, R. Thangaraj, A. Abraham, Optimal tuning of PI speed controller using nature inspired heuristics, In Proceedings of Eighth International Conference on Intelligent Systems Design and Applications, pp. 420-425, IEEE Computer Society Press, 2008.
Index Terms

Computer Science
Information Sciences

Keywords

Induction Motor (IM) PI Controller Fuzzy Logic Controller Hybrid Controller Indirect Vector Control

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