利用遗传算法设计的Ag/TiO2多层薄膜用于透明彩色辐射冷却窗
Genetic algorithm-designed Ag/TiO2 multilayer films for transparent colored radiative cooling windows
中文简介
传统的辐射冷却材料大多不透明且缺乏颜色可调性,限制了其在既需要光学透明性又需要装饰美观的应用领域中的使用,例如建筑玻璃和汽车车窗。我们提出了一种基于遗传算法(GA)设计的Ag/TiO2多层薄膜结构,该结构能够同时实现高效的被动辐射冷却、高可见光透过率和可定制的颜色显示。所提出的结构包含一个聚二甲基硅氧烷(PDMS)层,该层作为大气透明窗口(8至13 μm)内的高发射率红外发射器;以及一个经GA优化的七层交替Ag/TiO2堆叠层,该堆叠层用作近红外(NIR)选择性反射器。堆叠层内的金属/介质/金属(MDM)子单元构成法布里-珀罗(FP)谐振腔,其层厚由GA精确控制,从而选择性地增强目标波长的可见光透射,实现红、绿、蓝、黄四种颜色的输出。仿真结果表明,优化后的薄膜大气窗峰值发射率达到94.57%,近红外反射率达到95.15%。在300 K的环境温度和非辐射传热系数为6.9 W/(m²·K)的条
英文摘要(原文)
Conventional radiative cooling materials are predominantly opaque and lack color tunability, restricting their use in applications that demand both optical transparency and decorative aesthetics, such as architectural glazing and vehicle windows. We present a genetic algorithm (GA)-designed Ag/TiO2 multilayer film architecture that simultaneously achieves efficient passive radiative cooling, high visible-light transparency, and customizable color display. The proposed structure comprises a polydimethylsiloxane (PDMS) layer serving as a high-emissivity infrared emitter in the atmospheric transparency window (8 to 13 μm) and a GA-optimized seven-layer alternating Ag/TiO2 stack functioning as a near-infrared (NIR) selective reflector. Metal/dielectric/metal (MDM) subunits within the stack form Fabry–Pérot (FP) resonant cavities whose layer thicknesses are precisely tailored by the GA to selectively enhance visible-light transmission at targeted wavelengths, enabling red, green, blue, and yellow color outputs. Simulation results demonstrate that the optimized films achieve a peak atmospheric-window emissivity of 94.57% and a maximum NIR reflectance of 95.15%. Under an ambient temperature of 300 K and a nonradiative heat transfer coefficient of 6.9 W/(m2·K), the best-performing structure attains a subambient cooling of 7.2 K. Furthermore, the colored films exhibit excellent angular …
题录(GB/T 7714)
Lin C. Genetic algorithm-designed Ag/TiO2 multilayer films for transparent colored radiative cooling windows[J]. Optical Engineering, 2026, 65(10): 1-13. DOI: 10.1117/1.oe.65.10.107101.
相关文献
Neutral-colored transparent solar cells with radiative cooling and wide-angle anti-reflection
Cell Reports Physical Science · 2023 · 透明辐射制冷薄膜
Ultrathin transparent metamaterial for passive radiative cooling in energy-efficient windows
Solar Energy Materials and Solar Cells · 2026 · 透明辐射制冷薄膜
Colloidal Opaline Composites as Throughput‐Scalable, Fully Transparent, and Color‐Tunable Radiative Cooling Exterior Films for Outdoor Photovoltaics
Advanced Functional Materials · 2025 · 透明辐射制冷薄膜
Colored Transparent Radiative Cooling Glass Based on a Cellulose Nanocrystal Sandwich Structure
Small · 2026 · 透明辐射制冷薄膜