用零碰撞反蒙特卡罗法反演陶瓷的光谱性质

Zeyu Zhu, H. Qi, Baohai Gao, Kefu Li, Juqi Zhang, Zhitian Niu
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引用次数: 0

摘要

陶瓷对太阳辐射的吸收率高,在太阳能集热器中得到了广泛的应用。由于陶瓷的性能主要由其光学性质决定,本文提出了一种结合零碰撞反蒙特卡罗方法(NC-RMC)和协方差矩阵自适应进化策略(CMA-ES)的反演模型来获得陶瓷的光谱光学性质。引入多角度模型来处理逆问题的病态性。通过数值实验对反演算法进行了研究,结果表明所提出的反演模型可以为反演陶瓷的光学性质提供准确的解。
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An Inverse Estimation of the Spectral Properties of Ceramic with the Null-collision Reverse Monte Carlo
Ceramic is widely used in solar collectors because of its high absorption to the solar radiation. As the performance of ceramic is mainly decided by its optical properties, this work proposes an inverse model with the combination of the null-collision reverse Monte Carlo method (NC-RMC) and the covariance matrix adaptation evolution strategy (CMA-ES) to obtain the spectral optical properties of ceramic. A multi-angle model is introduced to handle the ill-posedness of the inverse problem. Numerical experiments are operated to investigate the inverse algorithm whose results show that the proposed inverse model is can provide an accurate solution to retrieving the optical properties of ceramic.
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