The Application of Adaptive Tabu Search Algorithm and Averaging Model to the Optimal Controller Design of Buck Converters
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The Application of Adaptive Tabu Search Algorithm and Averaging Model to the Optimal Controller Design of Buck Converters

Authors: T. Sopapirm, K-N. Areerak, K-L. Areerak, A. Srikaew

Abstract:

The paper presents the applications of artificial intelligence technique called adaptive tabu search to design the controller of a buck converter. The averaging model derived from the DQ and generalized state-space averaging methods is applied to simulate the system during a searching process. The simulations using such averaging model require the faster computational time compared with that of the full topology model from the software packages. The reported model is suitable for the work in the paper in which the repeating calculation is needed for searching the best solution. The results will show that the proposed design technique can provide the better output waveforms compared with those designed from the classical method.

Keywords: Buck converter, adaptive tabu search, DQ method, generalized state-space averaging method, modeling and simulation

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1055875

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References:


[1] D. Puangdownreong, K-N. Areerak, A. Srikaew, S. Sujijorn and P. Totarong, System Identification via Adative Tabu Search, In Proceedings IEEE International Conference on Industrial Technology (ICIT02), 2002, pp.915-920.
[2] S. Sujitjorn, T. Kulworawanichpong and D. Puangdownreong and KN Areerak, Adaptive Tabu Search and Applications in Engineering Design, Book Chapters in Integrated Intelligent Systems for Engineering Design (ed. X. F. Zha and R..J. Howlett), IOS Press, The Netherlands, 2006, pp. 233-257.
[3] D. Puangdownreong, K-N. Areerak, K-L. Areerak, T. Kulworawanichpong, and S. Sujitjorn, "Application of adaptive tabu search to system identification", IASTED International Conference on Modelling, Identification, and Control (MIC2005), Innsbruck, Austria: February 16-18, 2005, pp.178-183.
[4] T. Kulworawanichpong, K-L. Areerak, K-N. Areerak, P. Pao-la-or, D. Puangdownreong, and S. Sujitjorn, "Dynamic parameter identification of induction motors using intelligent search techniques", IASTED International Conference on Modelling, Identification, and Control (MIC2005), Innsbruck, Austria: February 16-18, 2005, pp.328-332.
[5] T. Kulworawanichpong, K-L. Areerak, K-N. Areerak, and S. Sujitjorn, "Harmonic Identification for Active Power Filters Via Adaptive Tabu Search Method", LNCS (Lecture Notes in Computer Science) , Springer- Verlag Heidelberg, vol. 3215, 2004, pp. 687-694.
[6] K-N. Areerak, T. Kulworawanichpong and S. Sujitjorn, "Moving Towards a New Era of Intelligent Protection through Digital Relaying in Power Systems", Lecture Notes in Computer Science, Springer-Verlag Heidelberg, vol. 3213, 2004, pp. 1255-1261.
[7] T. Narongrit, K-L. Areerak, and K-N. Areerak, "Design of an Active Power Filter using Genetic Algorithm Technique", The 9th WSEAS International Conference on Artificial Intelligent, Knowledge Engineering and Data Bases (AIKED-10), Cambridge, United Kingdom: February 20-22, 2010, pp.46-50.
[8] U. Leeton, D. Uthitsunthorn, U. Kwannetr, N. Sinsuphun, T. Kulworawanichpong, "Power loss minimization using optimal power flow based on particle swarm optimization", International Conference on Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTI-CON), Chaing Mai: May 19-21, 2010, pp. 440-444.
[9] G. Lirui, H. Limin, Z. Liguo, L. Weina, and H. Jie, "Reactive Power Optimization for sidtribution systems based on Dual Population Ant Colony Optimization," in Proc. 27th Chinese Control Conference (CCC 2008)., China, pp. 89-93.
[10] J. Mahdavi, A. Emadi, M.D. Bellar, and M. Ehsani, Analysis of Power Electronic Converters Using the Generalized State-Space Averaging Approach, IEEE Trans. on Circuit and Systems., Vol. 44, August 1997, pp.767-770.
[11] A. Emadi, Modeling and Analysis of Multiconverter DC Power Electronic Systems Using the Generalized State-Space Averaging Method, IEEE Trans. on Indus. Elect., Vol. 51, n. 3, June 2004, pp. 661- 668.
[12] K-N. Areerak, S.V. Bozhko, G.M. Asher, and D.W.P. Thomas, 2008. "DQ-Transformation Approach for Modelling and Stability Analysis of AC-DC Power System with Controlled PWM Rectifier and Constant Power Loads," in Proc. 13th International Power Electronics and Motion Control Conference (EPE-PEMC 2008)., Poznan, Poland.
[13] K. Chaijarurnudomrung, K-N. Areerak, and K-L. Areerak, 2010. "Modeling of Three-phase Controlled Rectifier using a DQ method", 2010 International Conference on Advances in Energy Engineering (ICAEE 2010), pp.56-59.
[14] K.M. Tsang and W.L. Chan, "Cascade controller for DC/DC buck convertor," IEE Electric Power Applications, vol. 152, no. 4, 2005, pp. 827-831.