Optimization of combined thermal and electrical behavior of power converters using multi-objective genetic algorithms

2007 European Conference on Power Electronics and Applications, EPE

Volumn , Issue , 2007, Pages

  Malyna, D V ^a   Duarte, J L ^a   Hendrix, M A M ^a   Van Horck, F B M ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

Estimation technique; Modeling; Simulation; Thermal design

Indexed keywords

ALGORITHMS; BOOLEAN FUNCTIONS; DIESEL ENGINES; GENETIC ALGORITHMS; OPTIMIZATION; PHOTOLITHOGRAPHY; POWER ELECTRONICS;

ESTIMATION TECHNIQUE; EUROPEAN; MODELING; SIMULATION; THERMAL DESIGN;

MULTIOBJECTIVE OPTIMIZATION;

EID: 51049103377     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EPE.2007.4417456     Document Type: Conference Paper

References (15)

1. K. Deb, A. Pratap, S. Agrawal, T. Meyarin: A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II, IEEE Transactions on Evolutionary Computation, vol. 6, no. 2, pp. 182-197, 2002
2. D. E. Goldberg: Sizing Populations for Serial and Parallel Genetic Algorithms, Genetic Algorithms, IEEE Computer Society Press, IEEE Computer Society Press Technology Series, 1992
3. J. G. Hayes, N. O'Donovan, M. G. Egan, T. O'Donnell: Inductance Characterization of High-Leakage Transformers, 2003 Applied Power Electronics Conference (APEC), vol. 2, pp. 1150-1156, 2003
4. D. V. Malyna, J. L. Duarte, M. A. M. Hendrix, F. B. M. van Horck: A Comparison of Methods for Finding Steady-State Solution in Power Electronic Circuits, 4-th International Power Electronics and Motion Control Conference (IPEMC), vol. 3, pp. 1700-1705, August 2004
5. D. V. Malyna, J. L. Duarte, M. A. M. Hendrix, F. B. M. van Horck: Power Converter Thermal Modeling Based on Experimental Parameter Identification, 2006 International Symposium on Industrial Electronics (ISIE), July 2006
6. D. V. Malyna, J. L. Duarte, M. A. M. Hendrix, F. B. M. van Horck: Multi-Objective Optimization of Power Converters Using Genetic Algorithms, 2006 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), pp. 713-717, May 2006
7. D. V. Malyna, E. C. W. de Jong, J. A. Ferreira, M. A. M. Hendrix, J. L. Duarte, P. Bauer, A. J. A. Vandenput: Combined electrical and thermal modeling in power supplies, 2005 European Conference on Power Electronics and Applications (EPE), September 2005
8. M. Sippola, R. E. Sepponen: Accurate Prediction of High-Frequency Power-Transformer Losses and Temperature Rise, IEEE Transactions on Power Electronics, vol. 17, no. 5, pp. 835-847, 2002
9. E. Zitzler, K. Deb, L. Thiele, Comparison of Multiobjective Evolutionary Algorithms: Empirical Results, Evolutionary Computation Journal, vol. 8, no. 2, pp. 125-148, 2000
10. K. Deb: Multi-Objective Optimization Using Evolutionary Algorithms, John Willey and Sons, 2002
11. R. W. Erickson, D. Maksimovic: Fundamentals of Power Electronics, Kluwer Academic Publishers, 2001
12. F. van Horck: A Treatise on Magnetics and Power Electronics, Eindhoven University of Technology, 2005
13. E. Kreyszig: Advanced Engineering Mathematics, John Willey and Sons, 1999
14. J.W. Nilsson: Electric Circuits, Addison-Wesley Publishing Company, 1990
15. TDS 340, TDS 360 & TDS 380 Digital Real-Time Oscilloscopes. User Manual, Tektronix, Inc., ver. 070-9459-00