南京航空航天大学学报（英文版）2023，Vol.40Issue(1)：37-46,10.
基于ISPSO的半透明介质中多种辐射特性参数反演
Retrieval of Heat Radiative Property Parameters in Semitransparent Media Using Improved Stochastic Particle Swarm Optimization
摘要
Abstract
Semitransparent media widely exist in industrial and chemical equipment, and their heat radiative properties usually play a vital role in studying the heat transfer process in the media. In the paper, an improved stochastic particle swarm optimization (ISPSO) is proposed to determine heat radiative property parameters of semitransparent media, i.e. absorption coefficient, scattering coefficient and asymmetry factor, from the angular light-scattering measurement signals. The results show that compared with the stochastic particle swarm optimization (SPSO) algorithm, the ISPSO algorithm can avoid the phenomenon of local optima and low convergence accuracy, and reasonable retrieval results can be obtained even with 5％ random measurement errors. Moreover, the robustness of the inverse results is satisfactory when there are only two parameters needed to be studied. The inverse accuracy will be decreased when more parameters needed to be retrieved. However, the results are still acceptable even with 5％ random measurement errors, when the absorption coefficient, scattering coefficient and asymmetry factor are retrieved simultaneously. All the results confirm that the proposed technique is an effective and reliable technique in estimating multiple radiative property parameters in semitransparent media simultaneously.关键词
辐射反问题/辐射特性参数/改进的随机微粒群算法/半透明介质/光角度散射测量方法Key words
inverse radiation problem/radiative property parameter/improved stochastic particle swarm optimization/semitransparent media/angular light-scattering measurement method分类
能源科技引用本文复制引用
方弘毅,蒋新宇,贺振宗,王登奎,毛军逵,陈涛..基于ISPSO的半透明介质中多种辐射特性参数反演[J].南京航空航天大学学报（英文版）,2023,40(1):37-46,10.基金项目
This work was supported by the Aero-nautical Science Foundation of China(No.201928052002),and Fundamental Research Funds for the Central Universi-ties(No.NT2021007). （No.201928052002）
