The use of Monte Carlo simulation to evaluate the optical properties of polyester fabric treated with titanium dioxide nanopigments

蒙特卡罗方法 动态蒙特卡罗方法 蒙特卡罗分子模拟 混合蒙特卡罗 米氏散射 混合(物理) 二氧化钛 材料科学 统计物理学 模拟 光学 计算机科学 散射 物理 光散射 马尔科夫蒙特卡洛 数学 统计 复合材料 量子力学
作者
Laleh Asadi,Ali Shams Nateri
出处
期刊:Coloration Technology [Wiley]
卷期号:139 (1): 28-44 被引量:1
标识
DOI:10.1111/cote.12632
摘要

Abstract The current study utilises Monte Carlo simulation and Mie scattering theory to estimate the reflectance spectra of fabric coated with titanium dioxide nanopigments of various diameters and concentrations. Image processing was carried out and experimental data were gathered to evaluate the performance of Monte Carlo simulation. The distribution and location of the nanopigments on the surface of fabric were determined using the Monte Carlo method. Reflection of the fabric was calculated based on Monte Carlo simulation with the partitive mixing method and Mie theory. According to the experimental and simulation results, the reflectance of coated samples was increased by increasing the concentration and number of titanium dioxide nanoparticles. There was a good match between the results obtained by Monte Carlo simulation and the experimental results. For coated samples (dTiO 2 : 500 nm), the root mean square error between measured and predicted reflectance by the Monte Carlo and partitive mixing method and by Monte Carlo and Mie theory was 0.022 and 0.0078, respectively. The results indicate that the performance of the Monte Carlo and Mie method was better than that of the Monte Carlo and partitive mixing method. According to t ‐test analysis, there was no statistically significant difference between the experimental data and Monte Carlo simulation.
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