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Thermo-hydraulic optimization of a solar air heater duct with non-periodic rows of rectangular winglet pairs
•Design of rectangular winglet pairs for solar air heaters is investigated.•Surrogate-based optimization with Anisotropic Kriging model is used.•Periodic and non-periodic arrays are compared for diferent flow conditions.•Non-periodic arrays outperformed periodic ones in all the scenarios studied.•Fl...
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Published in: | Solar energy 2020-09, Vol.207, p.1172-1190 |
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Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •Design of rectangular winglet pairs for solar air heaters is investigated.•Surrogate-based optimization with Anisotropic Kriging model is used.•Periodic and non-periodic arrays are compared for diferent flow conditions.•Non-periodic arrays outperformed periodic ones in all the scenarios studied.•Flow-Up arrays create vortical structures more intense than Flow-Down arrays.
Surrogate-based optimization is employed to maximize the thermo-hydraulic performance of a solar air heater duct with non-periodic rows of rectangular winglet pairs mounted in the absorber plate. The present optimization study encompasses the variation of Reynolds number (5000 and 10,000) and of three geometric parameters for each row of rectangular winglets such as chord of the winglets ranging from 8 mm to 40 mm; height of winglets from 8 mm to 21 mm; and angles of attack from 15° to 45° (Flow-Up) and from −45° to −15° (Flow-Down). The Pareto frontiers show that periodic configurations are suboptimal solutions, i.e., the thermo-hydraulic performance of a solar air heater with rectangular winglet pairs not periodically arranged along the channel outperform the periodic arrangements. The aspect ratios and angles of attack for non-periodic and periodic optimized designs are completely different from each other. Moreover, the optimized solutions for Flow-Down arrangement present higher performance than Flow-Up, and this behavior is independent of the Reynolds number. Complex flow patterns and heat transfer mechanisms of the non-periodic optimized solutions are observed, especially the interactions of corner and main vortices along the duct. The first row of winglet pair play the most important role on pressure penalty and heat transfer enhancement when compared to the other rows of rectangular winglet pairs, mainly on Flow-Up arrangement at Re = 10,000. In general, Flow-Up arrangements create a vortex structure more intense than Flow-Down arrangement. |
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ISSN: | 0038-092X 1471-1257 |
DOI: | 10.1016/j.solener.2020.06.112 |