注射成型多准则仿真优化方法

María Guadalupe Villarreal Marroquín, J. Castro, M. Cabrera-Ríos
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引用次数: 19

摘要

摘要注射成型是大批量生产塑料制品的重要工艺。为了帮助改进和方便塑料零件的成型,先进的计算机仿真工具已经开发出来。注塑成型本身就很复杂,而注塑工艺优化的难点在于涉及注塑工艺的各项性能指标往往表现出相互冲突的行为。因此,一个性能度量的最佳解决方案通常不是其他性能度量的最佳解决方案。本文介绍了一种考虑多种性能指标的仿真优化方法,该方法能够在不需要评估大量仿真的情况下找到一组有效的解决方案。该方法的主要组成部分是元建模、实验设计和数据包络分析。本文通过一个简单的测试实例对该方法进行了详细说明,并将其应用于实际的注塑件。本文还讨论了采用不同实验设计时该方法的性能。
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A multicriteria simulation optimization method for injection molding
Abstract Injection molding is the most important process for mass-producing plastic products. To help improve and facilitate the molding of plastic parts, advanced computer simulation tools have been developed. While modeling is complicated by itself, the difficulty of optimizing the injection molding process is that the performance measures involving the injection molding process usually show conflicting behaviors. Therefore, the best solution for one performance measure is usually not the best in some other performance measures. This paper introduces a simulation optimization method which considers multiple performance measures and is able to find a set of efficient solutions without having to evaluate a large number of simulations. The main components of the method are metamodeling, design of experiments, and data envelopment analysis. The method is illustrated and detailed here using a simple test example, and it is applied to a real injection molding case. The performance of the method using a different design of experiments is also discussed.
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