Inverse design of thickness sensitive spectrally selective pigmented coatings that are used in absorbers of solar thermal collectors is considered. The objective is to maximize collection efficiency by achieving high absorptance at solar wavelengths and low emittance at the infrared (IR) wavelengths to minimize heat loss. Radiative properties of these coatings depend on coating thickness, pigment size, concentration, and the optical properties of binder and pigment materials, and a unified radiative transfer model of the pigmented coatings is developed in order to understand the effect of these parameters on the properties. The unified model (UM) relies on Lorenz–Mie theory (LMT) for independent scattering regime in conjunction with extended Hartel theory (EHT) to incorporate the multiple scattering effects, T-matrix method (TMM) for dependent scattering, and effective medium theory (EMT) for very small particles. A simplified version of the UM (SUM) ignoring dependent scattering is also developed for improving computational efficiency. Through the solution of the radiative transfer equation by the four flux method (FFM), spectral properties are predicted. The developed model is used in conjunction with inverse design for estimating design variables yielding the desired spectral emittance of the ideal coating. The nonlinear inverse design problem is solved by optimization by using simulated annealing (SA) method that is capable of finding global minimum regardless of initial guess.
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June 2018
Research-Article
Inverse Design of Spectrally Selective Thickness Sensitive Pigmented Coatings for Solar Thermal Applications
Refet A. Yalçın,
Refet A. Yalçın
Department of Mechanical Engineering,
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
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Hakan Ertürk
Hakan Ertürk
Department of Mechanical Engineering,
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
e-mail: hakan.erturk@boun.edu.tr
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
e-mail: hakan.erturk@boun.edu.tr
Search for other works by this author on:
Refet A. Yalçın
Department of Mechanical Engineering,
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
Hakan Ertürk
Department of Mechanical Engineering,
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
e-mail: hakan.erturk@boun.edu.tr
Boğaziçi University,
Bebek 34342, Istanbul, Turkey
e-mail: hakan.erturk@boun.edu.tr
1Corresponding author.
Contributed by the Solar Energy Division of ASME for publication in the JOURNAL OF SOLAR ENERGY ENGINEERING: INCLUDING WIND ENERGY AND BUILDING ENERGY CONSERVATION. Manuscript received August 2, 2017; final manuscript received December 11, 2017; published online February 27, 2018. Editor: Robert F. Boehm.
J. Sol. Energy Eng. Jun 2018, 140(3): 031006 (10 pages)
Published Online: February 27, 2018
Article history
Received:
August 2, 2017
Revised:
December 11, 2017
Citation
Yalçın, R. A., and Ertürk, H. (February 27, 2018). "Inverse Design of Spectrally Selective Thickness Sensitive Pigmented Coatings for Solar Thermal Applications." ASME. J. Sol. Energy Eng. June 2018; 140(3): 031006. https://doi.org/10.1115/1.4039276
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