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-WesleyPublishin Co., 1989.
  3. V.F Fusco, "Electromagnetic Field ModellingUsing Parallel and Distributed ProcessingTechniques", Computation in Electromagnetics,pp.13-16, April 1996.
  4. http://www.w3.org/2002/ws/
  5. M. Milenkovic, et al., "Toward Internetdistributed computing", Computer, pp. 38-46, May2003.
  6. Luis F. G. Sarmenta, et al., "BayanihanComputing .NET: Grid Computing with XML WebServices", Proceedings of the 2nd IEEE/ACMInternational Symposium on Cluster Computing andthe Grid, 2002.
  7. H.S. Choi et al., "A Distributed ComputingTechnique for Analysis of Electric MachinesUsing Internet Web Services", Digest of CEFC2004,pp.124.
  8. Peter S. Pacheco, Parallel Programming withMPI, San Francisco, CA: Morgan KaufmannPublishers, 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 BrushMotor with 50% Weight and Volume ReductionUsing 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 FieldAnalysis of Multilayer Buried Magnet SynchronousMachine 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