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Adjoint operator approach to functional reliability analysis of passive fluid dynamical systems

机译:伴随算子方法在被动流体动力学系统功能可靠性分析中的应用

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摘要

Reliability analysis of passive systems mainly involves quantification of the margin to safety limits in probabilistic terms. For systems represented by complex models, propagating input uncertainty to get the response uncertainty and hence probability information requires intensive computational effort. Here a computationally efficient method for the functional reliability analysis of passive fluid dynamical systems is presented. The approach is based on continuous adjoint operator technique to generate a response surface approximating the given system model from the sensitivity coefficients. A numerical application of this method to the reliability analysis of heat transport in an asymmetrical natural convection loop is demonstrated. Computational efficiency and accuracy compared with the direct Monte-Carlo and forward response surface methods.
机译:无源系统的可靠性分析主要涉及以概率形式量化安全极限的裕度。对于以复杂模型表示的系统,传播输入不确定性以获得响应不确定性,因此概率信息需要大量的计算工作。这里提出了一种用于被动流体动力学系统功能可靠性分析的高效计算方法。该方法基于连续伴随算子技术,以根据灵敏度系数生成近似给定系统模型的响应面。证明了该方法在非对称自然对流回路传热可靠性分析中的数值应用。与直接蒙特卡洛法和前向响应面法相比,计算效率和准确性更高。

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