• DocumentCode
    174381
  • Title

    Hybrid approach for solution of inverse heat conduction problems

  • Author

    Felde, Imre ; Wei Shi

  • Author_Institution
    John von Neumann Fac. of Inf., Obuda Univ., Budapest, Hungary
  • fYear
    2014
  • fDate
    5-8 Oct. 2014
  • Firstpage
    3896
  • Lastpage
    3899
  • Abstract
    The estimation of thermal boundary conditions occurring during heat treatment processes is an essential requirement for characterization of heat transfer phenomena. In this work, the performance of five optimization techniques is studied. These models are the Conjugate Gradient Method, the Levenberg-Marquardt Method, the Simplex method, the NSGA II algorithm and a hybrid approach based on the NSGA II and Levenberg-Marquardt Method sequence. The models are used to estimate the heat transfer coefficient in 2D axis symmetrical case during transient heat transfer. The performance of the optimization methods is demonstrated using numerical experiments.
  • Keywords
    conjugate gradient methods; genetic algorithms; heat conduction; heat treatment; Levenberg-Marquardt method; conjugate gradient method; heat transfer phenomena; heat treatment processes; hybrid NSGA II; inverse heat conduction problems; optimization; simplex method; Boundary conditions; Cooling; Heat transfer; Mathematical model; Optimization; Surface treatment; Temperature measurement; NSGAII; hybrid approach; inverse heat transfer problem; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • Type

    conf

  • DOI
    10.1109/SMC.2014.6974539
  • Filename
    6974539