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PSO-Based Optimal PI(D) Controller Design for Brushless DC Motor Speed Control with Back EMF Detection
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 Title & Authors
PSO-Based Optimal PI(D) Controller Design for Brushless DC Motor Speed Control with Back EMF Detection
Kiree, Chookiat; Kumpanya, Danupon; Tunyasrirut, Satean; Puangdownreong, Deacha;
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 Abstract
This paper proposes a design of optimal PI(D) controller for brushless DC (BLDC) motor speed control by the particle swarm optimization (PSO), one of the powerful metaheuristic optimization search techniques. The proposed control system is implemented on the TMS320F28335 DSP board interfacing to MATLAB/SIMULINK. With Back EMF detection, the proposed system is considered as a class of sensorless control. This scheme leads to the speed adjustment of the BLDC motor by PWM. In this work, the BLDC motor of 100 watt is conducted to investigate the control performance. As results, it was found that the speed response of BLDC motor can be regulated at the operating speed of 800 and 1200 rpm in both no load and full load conditions. Very satisfactory responses of the BLDC system can be successfully achieved by the proposed control structure and PSO-based design approach.
 Keywords
BLDC motor;PI(D) controller;Particle swarm optimization;Back EMF detection;
 Language
English
 Cited by
 References
1.
V. K. S. Patel and A. K. Pandey, “Modeling and simulation of brushless DC motor using PWM control Technique,” IJERA, vol. 3(3), pp. 612-620, 2013.

2.
P. Alaeinovin and J. Jatskevich, “Hall-sensor signals filtering for improved operation of brushless DC motors,” IEEE International Symposium on Industrial Electronics (ISIE), pp.613-618, 2011.

3.
S. Y. Yun, H. J. Lee, J. H. Han and J. Lee, “Position control of low cost brushless DC motor using hall sensor,” The 6th International Conference on Electromagnetic Filed Problems and Applications (ICEF), pp. 1-4, 2012.

4.
TMS320F28335, Digital Signal Controller, Texas Instruments, 2007.

5.
The Math Works Inc., MATLAB/SIMULINK User’s Guide, Natick, MA, 1998.

6.
J. Kennedy and R. Eberhart, “Particle swarm optimization,” in Proc. IEEE Int. Conf. Neural Networks, vol. IV, pp. 1942-1948, 1995.

7.
Y. Shi and R. Eberhart, "A modified particle swarm optimizer," in Proc. IEEE Int. Conf. Evol. Comput., pp. 69-73, 1998.

8.
Y. Shi and R. C. Eberhart, "Empirical study of particle swarm optimization," in Proc. IEEE Int. Conf. Evol. Comput., pp. 1945-1950, 1999.

9.
T. J. Sokira and W. Jaffe, Brushless DC motors: Electronic Commutation and Control, Tab Books, USA, 1989.

10.
R. Krishnan, Electric Motor Drives Modeling, Analysis, and Control, Prentice-Hall International Inc., New Jersey, 2001.

11.
P. C. Krause, O. Wasynczuk, S. D. Sudhoff, Analysis of Electric Machinery and Drive Systems, IEEE Press, Piscataway, NJ, 2002.

12.
P. P. Acarnley, J. F. Watson, “Review of position-sensor less operation of brushless permanent-magnet machines,” IEEE Trans. Industrial Electronics, vol. 53(2), pp. 352-362, 2006. crossref(new window)

13.
N. Minorsky, “Directional stability of automatically steered bodies,” Journal of the American Society of Naval Engineering, vol. 34, p. 284, 1922.

14.
S. Bennett, “Development of the PID controller,” IEEE Control System Magazine, pp. 58-65, 1994.

15.
MathWorks, "System Identification Toolbox," User's Guide, Version 7.2, 2008.

16.
D. E. Goldberg, Genetic Algorithm in Search, Optimization, and Machine Learning. Addison-Wesley Publishing, 1989.

17.
D. E. Goldberg, “Genetic and evolutionary algorithms come of age,” Communication of the ACM, vol. 37(3), pp. 113-119, 1994. crossref(new window)

18.
F. Glover, “Tabu search - part I,” ORSA Journal on Computing, vol. 1(3), pp. 190-206, 1989. crossref(new window)

19.
F. Glover, “Tabu search - part ii,” ORSA Journal on Computing, vol. 2(1), pp. 4-32, 1990. crossref(new window)

20.
F. Glover, “Parametric tabu-search for mixed integer programs,” Journal of Computers and Operations Research, vol. 33, pp. 2449-2494, 2006. crossref(new window)