The Application of Adaptive Tabu Search Algorithm and Averaging Model to the Optimal Controller Design of Buck Converters
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.
[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.
[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.
@article{"International Journal of Electrical, Electronic and Communication Sciences:50938", author = "T. Sopapirm and K-N. Areerak and K-L. Areerak and A. Srikaew", title = "The Application of Adaptive Tabu Search Algorithm and Averaging Model to the Optimal Controller Design of Buck Converters", 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", volume = "5", number = "12", pages = "1655-7", }
