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Multi-objective optimization of heating channels for rapid heating cycle injection mold using Pareto-based genetic algorithm

机译:基于帕累托遗传算法的快速加热循环注塑模具加热通道多目标优化

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摘要

Rapid heating cycle molding (RHCM) technology is a novel polymer injection molding method developed in recent years. In this paper, the principle of RHCM technology was introduced and a RHCM mold for producing a large-size LCD TV panel was presented. Aiming at achieving a uniform temperature distribution on the cavity surface as well as making sure of the heating efficiency, the factors that influence temperature distribution and heating efficiency were analyzed. The center coordinates of the heating channels were considered as the main design variables. Multiobjective functions for optimizing the temperature distribution uniformity and heating efficiency were proposed. The layout of the heating channels for a 46-inch LCD TV panel RHCM mold was optimized by using the finite element method and Pareto-based genetic algorithm (GA). The temperature distribution uniformity on the stationary mold insert cavity surface was largely improved by using optimal design results and the heating efficiency was also guaranteed.
机译:快速加热循环成型(RHCM)技术是近年来开发的一种新颖的聚合物注射成型方法。本文介绍了RHCM技术的原理,并介绍了用于生产大尺寸LCD TV面板的RHCM模具。为了使模腔表面温度分布均匀并确保加热效率,分析了影响温度分布和加热效率的因素。加热通道的中心坐标被视为主要设计变量。提出了优化温度分布均匀性和加热效率的多目标函数。通过使用有限元方法和基于Pareto的遗传算法(GA)优化了46英寸LCD TV面板RHCM模具的加热通道布局。通过使用最佳设计结果,可大大提高固定模具嵌件型腔表面上的温度分布均匀性,并且还可以保证加热效率。

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