ID | 66527 |
著者 |
Isobe, Kazuma
Department of Advanced Mechanics, Graduate School of Environmental, Life, Natural Science and Technology, Okayama University
ORCID
Kaken ID
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Yamamoto, Tsuyoshi
Department of Advanced Mechanics, Graduate School of Environmental, Life, Natural Science and Technology, Okayama University
Yamada, Yutaka
Department of Advanced Mechanics, Graduate School of Environmental, Life, Natural Science and Technology, Okayama University
Kaken ID
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Horibe, Akihiko
Department of Advanced Mechanics, Graduate School of Environmental, Life, Natural Science and Technology, Okayama University
Kaken ID
researchmap
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抄録 | A vanadium dioxide (VO2) film grown on a titanium oxide crystal shows a metal–insulator transition at room temperature with drastically changed optical properties. A multilayered slab with a sub-micron scale VO2 film was proposed to utilize its unique properties for passive intensity control of sunlight absorption and radiative cooling. Its optimal geometries were numerically explored using the Bayesian optimization (BO) method. BO was applied for three types of multilayered slabs, those having one, two, or three isolated slabs of different widths. For each type of multilayered slab, BO could optimize geometric variables with practical calculation times considering the total number of possible combinations of variables, which is subsequently referred to as the total number of candidates. Optimization results revealed that two isolated slabs had the most suitable spectral absorptivity in both hot and cold environments. The infrared absorptivity of the double slab was kept low in cold conditions to suppress radiative cooling. However, the double slab exhibited good radiative cooling performance under hot conditions. Electromagnetic energy density surrounding the slab illustrated that metallic VO2 and gold placed in a parallel manner excited the coupled mode of surface plasmon polaritons to enhance absorptivity. Radiative cooling faded for the triple slab because each slab could couple with radiation propagating only across a portion of the cross-sectional area. Through three BO trials, improvement of the VO2 visible reflectivity was recognized as a future issue for further development of passive sunlight absorption control.
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キーワード | Radiative cooling
Sunlight absorption
Bayesian optimization
Vanadium dioxide
Short-range surface plasmon polariton
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備考 | © 2023 Elsevier Ltd. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/
This fulltext file will be available in Dec. 2025.
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発行日 | 2024-04
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出版物タイトル |
International Journal of Heat and Mass Transfer
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巻 | 221巻
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出版者 | Elsevier BV
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開始ページ | 125047
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ISSN | 0017-9310
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NCID | AA00680396
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資料タイプ |
学術雑誌論文
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言語 |
英語
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OAI-PMH Set |
岡山大学
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著作権者 | © 2023 Elsevier Ltd.
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論文のバージョン | author
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DOI | |
Web of Science KeyUT | |
関連URL | isVersionOf https://doi.org/10.1016/j.ijheatmasstransfer.2023.125047
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ライセンス | https://creativecommons.org/licenses/by-nc-nd/4.0/
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助成機関名 |
Japan Society for the Promotion of Science
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助成番号 | 22K14192
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