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Application of sensitivity analysis in numerical modelling of castings solidification

机译:敏感性分析在铸件凝固数值模拟中的应用

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摘要

The modern methods of foundry technologies designing bases on the equations and mathematical formulas resulting directly from the analytical solutions of the models describing the physical processes or on the results of computer simulations of the processes discussed (e.g. solidification and cooling). The main advantage of the analytical methods is the general character of the formulas - in the place of symbols we can introduce practically optional numerical values. The essential fault of such approach are the numerous simplifications in mathematical models of the phenomena analysed because, as a rule, it is the necessary condition assuring the obtainment of effective and practical solution of the problem. The numerical methods allow to consider the physical process on the essentially higher level of complexity but on the other hand, the solution obtained concerns only the individual case. The researches working in the scope of thermal theory of foundry processes present two different points of view and they very often expose the good and bad points of both approaches. Professor W Longa for whom we have a pleasure and honour to dedicate this paper prefers rather the analytical methods, whereas we develop the numerical approach to the modelling of solidification. In this paper we are going to show the possibilities of the generalization of the results obtained using the numerical methods and the very effective tool for such problem solution is the sensitivity analysis.
机译:现代铸造技术的设计方法基于直接由描述物理过程的模型的解析解决方案得出的方程式和数学公式,或者基于所讨论过程(例如凝固和冷却)的计算机模拟结果。分析方法的主要优点是公式的一般特性-在符号的地方,我们可以引入实际上是可选的数值。这种方法的主要缺点是对所分析现象的数学模型进行了大量简化,因为通常,这是确保获得有效和实际问题解决方案的必要条件。数值方法允许在实质上更高的复杂性水平上考虑物理过程,但另一方面,所获得的解决方案仅涉及个别情况。在铸造过程热学理论范围内进行的研究提出了两种不同的观点,它们常常揭示两种方法的优缺点。 W Longa教授(我们很高兴和荣幸地将其奉献给本文)更喜欢分析方法,而我们开发了用于数值模拟的凝固方法。在本文中,我们将展示使用数值方法获得的结果进行泛化的可能性,而敏感性分析是解决此类问题的非常有效的工具。

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