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Fuzzy Uncertainty Analysis in Automotive Crash Simulation

机译:汽车碰撞模拟中的模糊不确定性分析

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Automotive crash simulation is a topic characterized by a high level of complexity. It deals with nonlinear dynamics, sophisticated models of materials and geometry, models of human occupants, as well as a nearly unmanageable of possible boundary and initial conditions. In this complex field, uncertainty management plays an essential role. The lack of information to adequately determine the pertinence of the model assumptions, the inevitable geometrical and material differences between nominally identical cars and the huge number of possible boundary and initial conditions give rise to uncertainties of different origin. These uncertainties are reflected in model parameters of uncertain value, which have to be handled efficiently to obtain a validation of the overall crash simulation. A very practical approach to the modeling and simulation of uncertain systems is the numerical implementation of the uncertain parameters as fuzzy numbers, a special class of fuzzy sets, and then, the use of fuzzy arithmetic based on the transformation method.
机译:汽车崩溃仿真是一个具有高水平复杂性的主题。它涉及非线性动力学,复杂的材料模型和几何形状,人类占用者的型号,以及可能的边界和初始条件的几乎无法管理。在这个复杂的领域,不确定性管理起着重要作用。缺乏资料来充分确定模型假设的内容,名义上相同的汽车之间的不可避免的几何和物质差异以及大量可能的边界和初始条件导致不同起源的不确定性。这些不确定因素反映在不确定值的模型参数中,这必须有效地处理以获得整体碰撞模拟的验证。一种非常实用的方法对不确定系统的建模和仿真的方法是不确定参数的数值实现作为模糊数,一个特殊的模糊组,然后,基于变换方法的模糊算法。

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