FEA-Based Optimal Design of Permanent Magnet DC Motor Using Internet Distributed Computing

  • 발행 : 2009.09.30

초록

The computation time of FEA(finite element analysis) for one model may range from a few seconds up to several hours according to the complexity of the simulated model. If these FEA is used to calculate the objective and the constraint functions during the optimal solution search, it causes very excessive execution time. To resolve this problem, the distributed computing technique using internet web service is proposed in this paper. And the dynamic load balancing mechanisms are established to advance the performance of distributed computing. To verify its validity, this method is applied to a traditional mathematical optimization problem. And the proposed FEA-based optimization using internet distributed computing is applied to the optimal design of the permanent magnet dc motor(PMDCM) for automotive application.

키워드

참고문헌

  1. O. Arndt, et al., "A Hybrid Global and Local Search Approach Using Prdeiction in Simulation-Based Optimization", IEEE Int. Conf. on Systems, Man and Cybernetics, Vol. 3, Oct. 2002.
  2. D.E.Goleberg, Genetic Algorithms in Search, Optimization & Machine Learning, Addison-Wesley Publishin Co., 1989.
  3. V.F Fusco, "Electromagnetic Field Modelling Using Parallel and Distributed Processing Techniques", Computation in Electromagnetics, pp.13-16, April 1996.
  4. http://www.w3.org/2002/ws/
  5. M. Milenkovic, et al., "Toward Internet distributed computing", Computer, pp. 38-46, May 2003.
  6. Luis F. G. Sarmenta, et al., "Bayanihan Computing .NET: Grid Computing with XML Web Services", Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid, 2002.
  7. H.S. Choi et al., "A Distributed Computing Technique for Analysis of Electric Machines Using Internet Web Services", Digest of CEFC2004, pp.124.
  8. Peter S. Pacheco, Parallel Programming with MPI, San Francisco, CA: Morgan Kaufmann Publishers, Inc., 1997.
  9. Al Geist, et al., PVM : parallel virtual machine – a users' guide and tutorial for networked parallel computing, The MIT Press, 1997.
  10. S. Short, Building XML WebServices for The Microsoft .NET Platform, Microsoft Press, 2002.
  11. Y.Hayashi, et al., "Development of a DC Brush Motor with 50% Weight and Volume Reduction Using an Nd-Fe-B Anisotropic Bonded Magnet", IEEE Trans. on Magnetics, Vol. 39, NO. 5, pp.2893-2895, 2003. https://doi.org/10.1109/TMAG.2003.815739
  12. S.M. Cho, J.K. Kim, H.K. Jung, and C.G. Lee, "Stress and Thermal Analysis Coupled With Field Analysis of Multilayer Buried Magnet Synchronous Machine With a Wide Speed Range", IEEE Trans. on Magnetics, Vol. 41, NO. 5, pp.1632-1635, 2005. https://doi.org/10.1109/TMAG.2005.846141