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Estimation of emissivities in a two-dimensional irregular geometry by inverse radiation analysis using hybrid genetic algorithm

  • Ki Wan Kim
  • , Seung Wook Baek*
  • , Man Young Kim
  • , Hong Sun Ryou
  • *Corresponding author for this work
  • Korea Advanced Institute of Science and Technology
  • Hyundai Motor Group
  • Chung-Ang University

Research output: Contribution to journalJournal articlepeer-review

Abstract

An inverse radiation analysis is presented for estimating the wall emissivities for an absorbing, emitting, scattering media in a two-dimensional irregular geometry with diffusely emitting and reflecting opaque boundaries from the measured temperatures. The finite-volume method was employed to solve the radiative transfer equation for 2D irregular geometry. The hybrid genetic algorithm which contains local optimization algorithm was adopted to estimate wall emissivities by minimizing an objective function, while reducing computation time. It was found that an increase in the standard deviation in measurements significantly deteriorated the estimation of wall emissivities. Thus, a very accurate measurement was required in inverse radiation for better estimation of wall emissivities, especially, in a high temperature environment.

Original languageEnglish
Pages (from-to)1-14
Number of pages14
JournalJournal of Quantitative Spectroscopy and Radiative Transfer
Volume87
Issue number1
DOIs
StatePublished - 2004.08.1

Keywords

  • Hybrid genetic algorithm
  • Inverse radiation problem
  • Irregular geometry
  • Parameter estimation
  • Wall emissivity

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