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通过遗传算法设计的日间辐射冷却器中高度抑制的太阳吸收。

Highly suppressed solar absorption in a daytime radiative cooler designed by genetic algorithm.

作者信息

So Sunae, Yang Younghwan, Son Soomin, Lee Dasol, Chae Dongwoo, Lee Heon, Rho Junsuk

机构信息

Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea.

Department of Materials Science and Engineering, Korea University, Seoul 02841, Republic of Korea.

出版信息

Nanophotonics. 2021 Nov 9;11(9):2107-2115. doi: 10.1515/nanoph-2021-0436. eCollection 2022 Apr.

Abstract

Here, we report a selective multilayer emitter for eco-friendly daytime passive radiative cooling. The types of materials and thickness of up to 10 layers of the multilayer structure are optimized by a genetic algorithm. The passive radiative cooler is designed to mainly target low solar absorption, which allows sub-ambient cooling under direct sunlight. We used a custom objective function in the solar region to achieve high-performance daytime radiative cooling to minimize solar absorption. The designed structure minimizes solar absorption with an average absorptivity of 5.0% in the solar region (0.3-2.5 μm) while strongly emitting thermal radiation with an average emissivity of 86.0% in the atmospheric transparency window (8-13 μm). The designed and fabricated structure achieves daytime net cooling flux of 84.8 W m and 70.6 W m, respectively, under the direct AM 1.5 solar irradiation (SI) (total heat flux of 892 W m in the 0.3-2.5 μm wavelength region). Finally, we experimentally demonstrate a passive radiative cooling of the fabricated selective emitter through a 72-hour day-night cycle, showing an average and maximum temperature reduction of 3.1 °C and 6.0 °C, respectively. Our approach provides additional degrees of freedom by designing both materials and thickness and thereby is expected to allow high-performance daytime radiative cooling.

摘要

在此,我们报道了一种用于环保型日间被动辐射冷却的选择性多层发射器。通过遗传算法对多层结构中多达10层的材料类型和厚度进行了优化。该被动辐射冷却器的设计主要目标是低太阳吸收率,这使得在直射阳光下能够实现低于环境温度的冷却。我们在太阳光谱区域使用了一个定制的目标函数,以实现高性能的日间辐射冷却,从而将太阳吸收率降至最低。所设计的结构在太阳光谱区域(0.3 - 2.5μm)的平均吸收率为5.0%,同时在大气透明窗口(8 - 13μm)以平均发射率86.0%强烈发射热辐射,从而将太阳吸收率降至最低。在直接的AM 1.5太阳辐照(SI)下(0.3 - 2.5μm波长区域的总热通量为892W/m²),所设计和制造的结构分别实现了84.8W/m²和70.6W/m²的日间净冷却通量。最后,我们通过72小时的昼夜循环实验证明了所制造的选择性发射器的被动辐射冷却效果,其平均和最大温度降低分别为3.1°C和6.0°C。我们的方法通过设计材料和厚度提供了额外的自由度,因此有望实现高性能的日间辐射冷却。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8e34/11501817/ef075ad89dd7/j_nanoph-2021-0436_fig_001.jpg

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