THERMAL SCIENCE

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Dong Liu

SIMULTANEOUS RECONSTRUCTION OF TEMPERATURE FIELD AND RADIATIVE PROPERTIES BY INVERSE RADIATION ANALYSIS USING STOCHASTIC PARTICLE SWARM OPTIMIZATION

ABSTRACT
Simultaneous reconstruction of temperature field and radiative properties including scattering albedo and extinction coefficient is presented in a two-dimensional (2-D) rectangular, absorbing, emitting and isotropically scattering gray medium from the knowledge of the exit radiative intensities received by charge-coupled device (CCD) cameras at boundary surfaces. The inverse problem is formulated as a non-linear optimization problem and solved by stochastic particle swarm optimization. The effects of particle swarm size, generation number, measurement errors, and optical thickness on the accuracy of the estimation, and computing time were investigated and the results show that the temperature field and radiative properties can be reconstructed well for the exact and noisy data, but radiative properties are harder to obtain than temperature field. Moreover, the extinction coefficient is more difficult to reconstruct than scattering albedo.
KEYWORDS
simultaneous reconstruction, temperature field, radiative properties, particle swarm optimization
PAPER SUBMITTED: 2013-06-21
PAPER REVISED: 2014-03-09
PAPER ACCEPTED: 2014-04-01
PUBLISHED ONLINE: 2014-05-04
DOI REFERENCE: https://doi.org/10.2298/TSCI130621053L
CITATION EXPORT: view in browser or download as text file
THERMAL SCIENCE YEAR 2016, VOLUME 20, ISSUE Issue 2, PAGES [493 - 504]
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Simultaneous reconstruction of temperature field and radiative properties by inverse radiation analysis using stochastic particle swarm optimization

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