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流体力学仿真软件可信度评估与预测能力
引用本文:王瑞利,梁霄,喻强.流体力学仿真软件可信度评估与预测能力[J].计算机辅助工程,2017,26(6):1-8.
作者姓名:王瑞利  梁霄  喻强
作者单位:北京应用物理与计算数学研究所,山东科技大学 数学与系统科学学院,安怀信科技有限公司
基金项目:国家自然科学基金(11372051,91630312,11475029);国防基础科研计划(C1520110002); 中国工程物理研究院科学基金(2015B0202045)
摘    要:针对爆轰流体力学过程的控制方程和辅助方程,剖析模型参数、模型形式和数值方法等的不确定因素,列举爆轰流体力学模型的不确定性因素并开展敏感度分析。针对几个重要参数,发展高维参数抽样技术,结合爆轰产物JWL状态方程的圆筒试验,开展自主研发的爆轰弹塑性流体动力学LAD2D仿真软件的可信度评估研究,给出可信度评估结果。此方法和研究思路为复杂工程仿真软件可信度评估提供一种有效手段。

关 键 词:爆轰过程    唯象模型    数值模拟    不确定性量化    敏感度分析    高维抽样
收稿时间:2017/8/24 0:00:00
修稿时间:2017/8/29 0:00:00

Confidence evaluation and prediction ability of hydrodynamics simulation software
WANG Ruili,LIANG Xiao and YU Qiang.Confidence evaluation and prediction ability of hydrodynamics simulation software[J].Computer Aided Engineering,2017,26(6):1-8.
Authors:WANG Ruili  LIANG Xiao and YU Qiang
Affiliation:Beijing Institute of Applied Physics and Computational Mathematics,College of Mathematics and Systems Science, Shandong University of Science and Technology,Beijing Anwise Technology Co., Ltd.
Abstract:As to the control equations and auxiliary equations of detonation fluid dynamics, the uncertain factors, such as the model parameters, the model form, and numerical methods, are analyzed, the uncertainty factors of detonation fluid dynamics model are listed, and their sensitivities are analyzed. Focusing on several important parameters, the high dimension parameter sampling method is developed. The reliability evaluation of the LAD2D software for the simulation of detonation fluid dynamics is carried out by combing with the JWL equation of state in the cylinder test. The reliability evaluation results are given finally. The method and research idea provides a very effective technology for evaluating the credibility of complex engineering simulation software.
Keywords:detonation process  phenomenological model  numerical simulation  uncertainty quantification  sensitivity analysis  high dimension sampling
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