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Reseach Article

Three-Phase Induction Motor Stator Current Optimization

Published on None 2010 by Rateb H. Issa
Evolutionary Computation for Optimization Techniques
Foundation of Computer Science USA
ECOT - Number 2
None 2010
Authors: Rateb H. Issa
634870a1-ae51-442a-b9c1-b6d994333636

Rateb H. Issa . Three-Phase Induction Motor Stator Current Optimization. Evolutionary Computation for Optimization Techniques. ECOT, 2 (None 2010), 41-50.

@article{
author = { Rateb H. Issa },
title = { Three-Phase Induction Motor Stator Current Optimization },
journal = { Evolutionary Computation for Optimization Techniques },
issue_date = { None 2010 },
volume = { ECOT },
number = { 2 },
month = { None },
year = { 2010 },
issn = 0975-8887,
pages = { 41-50 },
numpages = 10,
url = { /specialissues/ecot/number2/1542-145/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Special Issue Article
%1 Evolutionary Computation for Optimization Techniques
%A Rateb H. Issa
%T Three-Phase Induction Motor Stator Current Optimization
%J Evolutionary Computation for Optimization Techniques
%@ 0975-8887
%V ECOT
%N 2
%P 41-50
%D 2010
%I International Journal of Computer Applications
Abstract

This research presents two mathematical –based optimal control systems for induction motor drives leading to stator current optimization and energy saving. The first is a classical optimal control system, which uses information on torque of the motor to generate the appropriate voltage amplitude that minimizes the induction motor stator current. The second is a genetic algorithm-based optimal control system, which uses information on torque of the motor to generate the appropriate minimum stator current according to fitness function. The constant optimal stator current controller models have been configured and built depending on a set of experimental data using MATLAB computer program, the models were validated by simulation using a typical induction motor drive model implemented with MATLAB/Simulink toolbox.

References
  1. Bhim Singh and Singh,B.N. “Experience in the design optimization of a voltage source inverter fed squirrel cage induction motor”, Electric Power Systems Research, Vol. 26, 1993, 155-161.
  2. Bimal K. Bose. Modern Power Electronics and AC Drives, Prentice Hall, 2007.
  3. Boukhelifa, A. Kherbouch, M. Cheriti, A. Ibtiouen, R. Touhami, O. Tahmi, R. Stator current minimization by field optimization in induction machine, International Conference on Electrical, Electronic and Computer Engineering, ICEEC’04, 2004.
  4. Chapman,P.L,Sudhoff, S.D.and Whitcomb,C.A.. Optimal current control strategies for surface-mounted permanent-magnet synchronous machine drives, IEEE Trans. Energy Convers., vol. 14, no. 4, 1999, 1043– 1050.
  5. Faiz, J., and Sharifian, M.B.B. “Optimal design of three- phase Induction Motors and their comparison with a typical industrial motor,” Computers and Electrical Engineering, vol. 27, 2001, 133-144.
  6. Feng-Chien Lin, Shing-Ming Yang. On-Line Tuning of Efficiency-Optimized Vector Controlled Induction Motors Drives, Tamkang Journal of Science and Engineering, Vol. 6, No. 2, 2003.
  7. Gen, M. and R. Cheng, R. Genetic Algorithms and Engineering Optimization, Wiley, New York, 2000.
  8. Gnacinski, P. “Energy saving work of frequency controlled induction cage machine,” Energy Conversion and Management, Vol. 48, 2007, 919-926.
  9. Goldberg, D.E. Genetic Algorithms in Search, Optimization, and Machine Learning, Addison Wesley, New York, 1989.
  10. Jazdzynski, W. “Multicriterial optimization of squirrel- cage induction motor design,” IEE Proceedings, vol. 136, Part B, no.6, 1989.
  11. Krishnan, R. Electric motor drives- Modeling, Analysis, and Control, Prentice Hall of India Publication,2003.
  12. Lähteenmäki, J.K. Optimization of high-speed motors using a genetic algorithm, EMD97, IEE,1997.
  13. Lim, S.and Nam, K. Loss-Minimizing Control Scheme for Induction Motors, IEEE Proc. - Electr. Power Appl., Vol.151, No. 4, 2004.
  14. Minh Ta-Cao and Yoichi Hori. Convergence Improvement of Efficiency Optimization Control of Induction Motor Drive, Industrial Applications Conference, Conference record of IEEE, Vol. 3, 2000, 1662-1669.
  15. Muravlev, O.,Muravleva, O. and Vekhter, E. “Energetic parameters of induction Motors as the basis of energy saving in a variable speed drive,” Electrical Power Quality and Utilization, Vol.IX, No. 2, 2005.
  16. Palit, B.B. Energy saving operation at induction motors by voltage reduction at no-and low partial load, in Proc. IEEE Ind. Appl. Annual Meeting, 1989, 147-151.
  17. Paul C. Krause, O.Wasynczuk, and S.D.Sudhoff. Analysis of Electric Machinery and Drive Systems. IEEE Press Series on on Power Engineering, John Wiley and Sons Inc. Publication, 2004.
  18. Rasmus, K. Ursem. Models for evolutionary Algorithms and Their Applications in System Identification and Control Optimization, BRICS, 2003.
  19. Rateb H. Issa. Energy Saving in Electric Elevators with Random Loading Diagram, Journal of Engineering Studies & Research, Baghdad, Vol.4, No.2, 1997.
  20. Rateb Issa. The Effect of Non- Nominal Voltage on Indices of AC Drive Systems, Journal of Engineering Studies & Research, Baghdad, Vol.2, No.1, 1997.
  21. Rateb Issa, and Hussein Sarhan. Improving Mechanical Characteristics of Inverter- Induction Motor Drive System. American Journal of Applied Sciences, Vol.3, No.8, 2006.
  22. Rateb Issa, Hussein Sarhan and Ijreid Khawaldeh. Modeling and Simulation of Flux- Optimized Induction Motor, Research Journal of Applied Sciences, Engineering and Technology, Vol.2, No.6, 2010.
  23. Sandhu, K. S. and Vivek Pahwa. Simulation Study of Three-Phase Induction Motor with Variations in Moment of Inertia, ARPN Journal of Engineering and Applied Sciences Vol. 4, No. 6, 2009.
  24. Sundareswaran, K. and Palani, S. Fuzzy logic approach for energy efficient voltage controlled induction motor drive, IEEE Power Electronics and Drives Conf. Proc. PEDS 1999, 552-554.
  25. Thanga Raj, C., Srivastava, S. P. and Pramod Agarwal. Energy Efficient Control of Three-Phase Induction Motor - A Review, International Journal of Computer and Electrical Engineering, Vol. 1, No. 1, 2009.
Index Terms

Computer Science
Information Sciences

Keywords

Induction Motor Stator Current Optimization Modeling Simulation Genetic Algorithm