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Optimization of geometrical parameters of covers and hoops of metal packaging boxes

机译:金属包装盒盖和箍几何参数的优化

摘要

Finding the best compromise between economic, mechanic and technologic imperatives is still being one of the most important goal for the engineer. Working methods to achieve this goal of excellence have advanced considerably in recent years. Nowadays, optimization programs are included in many commercial codes of finite elements (ANSYS, LS-DYNA, Msc-Marc,... ), so that optimization can be made from the design phase. Therefore, it may be a part of an integrated design process. In this work we try to find the ideal geometric parameters of covers and hoops of metal packaging boxes. A similar approaches were introduced in the past, we can presents the following example: To minimize the weight of can ends of beverage cans, K.Yamazaki et al. (2006). (Yamazaki. [1]). applied the method of response surface approximation to develop the can ends. The geometric parameters of the sheet metal are considered as design variables to optimize. The strategy is to combine between the design of experiments using orthogonal arrays and a series of simulations with the finite elements code Msc Marc to approximate the expression of stresses and displacements at the center of can end according to design variables. Finally a numerical optimization program, in this case, DOT from Vanderplaats, is used to minimize the weight, under three constraints. In our study, we have shape optimization of metal boxes under internal pressure, with the condition to avoid opening the cover, the objective function to optimize is difficult to interpret analytically, we opted for an approximation method based on design of experiments coupled with the finite elements code ABAQUS. The optimization method applied is hybrid in a way because it use both the response surfaces methodology and nonlinear constrained optimization algorithm (SQP). It is divided into two steps: A first step will allow us to express the objective function which is the contact pressure between the lid and hoop by a quadratic polynomial formula with the Box-Behnken method. A second step is to maximize under constraints, the contact pressure at the last increment before final opening of the cover, this maximization is solved by the SQP algorithm.
机译:在经济,机械和技术要务之间寻求最佳折衷仍然是工程师最重要的目标之一。近年来,实现这一卓越目标的工作方法已取得了很大进步。如今,优化程序已包含在许多有限元商业代码(ANSYS,LS-DYNA,Msc-Marc等)中,因此可以从设计阶段进行优化。因此,它可能是集成设计过程的一部分。在这项工作中,我们尝试找到金属包装盒盖和箍的理想几何参数。过去引入了类似的方法,我们可以举一个例子:为了最小化饮料罐的罐头重量,K.Yamazaki et al。提出了一种方法。 (2006)。 (山崎[1])。应用响应面近似法开发罐头。钣金的几何参数被视为要优化的设计变量。该策略是在使用正交阵列进行的实验设计与一系列使用有限元代码Msc Marc进行的模拟之间进行组合,以根据设计变量对罐端中心处的应力和位移进行近似计算。最后,在三个约束条件下,使用数值优化程序(在这种情况下为Vanderplaats的DOT)来最小化重量。在我们的研究中,我们在内部压力下对金属盒进行了形状优化,在避免打开盖子的条件下,要优化的目标函数难以解析地解释,我们选择了基于实验设计和有限元相结合的近似方法。元素代码ABAQUS。所应用的优化方法在某种程度上是混合的,因为它同时使用了响应面方法和非线性约束优化算法(SQP)。它分为两个步骤:第一步将使我们能够通过Box-Behnken方法通过二次多项式来表达目标函数,即盖和箍之间的接触压力。第二步是在约束条件下最大化接触压力,该接触压力在盖子最终打开之前的最后一个增量处进行,此最大化可通过SQP算法解决。

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