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基于型腔表面温度均匀性和热响应速率的模具加热结构参数优化

Optimization of Mold Heating Structure Parameters Based on Cavity Surface Temperature Uniformity and Thermal Response Rates.

作者信息

Qi Xiaolong, Li Jiaxing, Liang Yingjie, Xu Zhonggui, Li Yingru, Xie Zhiyin

机构信息

School of Intelligent Science and Engineering, Hubei Minzu University, Enshi 445000, China.

Key Laboratory of Green Manufacturing of Super-Light Elastomer Materials of State Ethnic Affairs Commission, Hubei Minzu University, Enshi 445000, China.

出版信息

Polymers (Basel). 2025 Jan 14;17(2):184. doi: 10.3390/polym17020184.

Abstract

Rapid heating cycle molding technology has recently emerged as a novel injection molding technique, with the uniformity of temperature distribution on the mold cavity surface being a critical factor influencing product quality. A numerical simulation method is employed to investigate the rapid heating process of molds and optimize heating power, with the positions of heating rods as variables. The temperature uniformity coefficient is an indicator used to assess the uniformity of temperature distribution within a system or process, while the thermal response rate plays a crucial role in evaluating the heating efficiency of a heating system. The thermal response rate of the cavity and the temperature uniformity coefficient are set as optimization objectives to define parameter ranges for orthogonal experiments. The findings indicate that the optimal range for the lateral distance is 20-30 mm, for it is 50-70 mm, and for the vertical distance () it is 3-8 mm. The response surface multiple regression equation derived from the orthogonal experiment data demonstrates a model prediction error rate of 1.8% and 2.4%. Additionally, by applying particle swarm optimization to the regression equation, the study identifies an optimal scheme that reduces system energy consumption by 12.5%, achieves a thermal response rate of 0.75 k/s, decreases the temperature uniformity coefficient by 44.6%, and lowers the temperature difference by 52.17%. This optimization ensures efficient heating of the mold cavity, reduces energy consumption, and enhances the uniformity of the surface temperature distribution, ultimately improving the surface quality of the products.

摘要

快速加热周期成型技术最近作为一种新型注塑成型技术出现,模具型腔表面温度分布的均匀性是影响产品质量的关键因素。采用数值模拟方法研究模具的快速加热过程,并以加热棒的位置为变量优化加热功率。温度均匀系数是用于评估系统或过程中温度分布均匀性的指标,而热响应速率在评估加热系统的加热效率方面起着关键作用。将型腔的热响应速率和温度均匀系数设定为优化目标,以定义正交实验的参数范围。研究结果表明,横向距离的最佳范围是20 - 30毫米,纵向距离是50 - 70毫米,垂直距离()是3 - 8毫米。从正交实验数据得出的响应面多元回归方程显示模型预测误差率分别为1.8%和2.4%。此外,通过对回归方程应用粒子群优化算法,该研究确定了一种最优方案,该方案可将系统能耗降低12.5%,实现热响应速率为0.75 k/s,温度均匀系数降低44.6%,温差降低52.17%。这种优化确保了模具型腔的高效加热,降低了能耗,并提高了表面温度分布的均匀性,最终改善了产品的表面质量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3981/11768210/62c4f11f76d6/polymers-17-00184-g001.jpg

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