标题:Sensitivity analysis and validation of detonation computational fluid dynamics model
作者:Liang Xiao; Wang Rui-Li
作者机构:[Liang Xiao; Wang Rui-Li] Inst Appl Phys & Computat Math, Beijing 100094, Peoples R China.; [Liang Xiao] Shandong Univ Sci & Technol, Coll Math, Qin 更多
通讯作者:Wang, RuiLi
通讯作者地址:[Wang, RL]Inst Appl Phys & Computat Math, Beijing 100094, Peoples R China.
来源:ACTA PHYSICA SINICA
出版年:2017
卷:66
期:11
DOI:10.7498/aps.66.116401
关键词:detonation computational fluid dynamics model; uncertainty; quantification; sensitivity analysis; model validation
摘要:Verification, validation and uncertainty quantification (V&V&UQ) is a method of assessing the credibility of physical model and quantifying the confidence level of numerical simulation result in complex engineering. Verification is used to answer the question whether the physical model is well solved or the program is implemented correctly, and it will give the ranges of error and uncertainty. Validation is used to answer the question whether the physical model reflects the real world or the confidence level of the physical model. This article deals with the detonation computational fluid dynamics model, and analyses the uncertainty factor in modeling, then presents the key factor which affects the accuracy of the simulation result. Due to the complexity of the explosive detonation phenomenon, there are a huge number of uncertainty factors in the detonation modeling. The sensitivity analyses of these uncertainty factors are utilized to distinguish the main factors which influence the output of the system. Then uncertainty quantification is conducted in these uncertain factors. After comparing the simulation result with the experiment data, the adaptation of the model is validated. This procedure is applied to the cylindrical test with TNT explosive. From the result, we can see that the parameters in the JWL EOS are calibrated and the accuracy of the model is validated. By the way, through conducting the uncertainty quantification of this system, we obtain that the expectation and standard deviation of detonation pressure for TNT are 1.6 and 2.2 GPa respectively. Detonation velocity and position of the cylindrical wall accord well with the experiment data. That means that the model is suited in this case. This technique is also extended to the detonation diffraction phenomenon. We can conclude that simulation result is greatly affected by the scale of the cell. From these examples, we can infer that this method also has a wide application scope.
收录类别:EI;SCIE
资源类型:期刊论文
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