• DocumentCode
    554204
  • Title

    Application of particle swarm optimization to the identification of thermal property parameters of porous media

  • Author

    Bin Sun ; Hangxia Zhou ; Cong Yu

  • Author_Institution
    Coll. of Inf. Eng., China Jiliang Univ., Hangzhou, China
  • Volume
    1
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    242
  • Lastpage
    245
  • Abstract
    An identification method of thermal property parameters of porous media by a new particle swarm optimization (PSO) is proposed. This method improves the selection method of initial interval and fitness function, based on inheriting the global best particle, keep the diversity of population, let the calculation skip the local optimization, so that reach the goal of solving the parameters precisely. Measuring results indicate, inverse the thermal conductivity parameters and thermal diffusion coefficient of porous media like water and sand by this method and substitute the parameters into the model, the maximum relative differences of temperature are 4.83% and 2.19%. The results indicate, this method has good identification ability to thermal property parameters of porous media and it is a parameters identification method with good accuracy and reliability.
  • Keywords
    particle swarm optimisation; porous materials; thermal conductivity; thermal diffusion; fitness function; particle swarm optimization; porous media; thermal conductivity parameters; thermal diffusion coefficient; thermal property parameters; Atmospheric measurements; Conductivity; Media; Particle measurements; Particle swarm optimization; Temperature measurement; Thermal conductivity; Parameters Identification; Particle Swarm optimization; Thermal Properties;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
  • Conference_Location
    Harbin, Heilongjiang, China
  • Print_ISBN
    978-1-61284-087-1
  • Type

    conf

  • DOI
    10.1109/EMEIT.2011.6022864
  • Filename
    6022864