利用响应面方法对车削工艺参数和木锯屑含量进行多目标优化,以最大限度降低再生塑料/木锯屑复合材料的表面粗糙度

IF 5.3 Q2 MATERIALS SCIENCE, COMPOSITES Composites Part C Open Access Pub Date : 2024-05-27 DOI:10.1016/j.jcomc.2024.100477
Chainarong Srivabut , Surasit Rawangwong , Salim Hiziroglu , Chatree Homkhiew
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引用次数: 0

摘要

这项工作的目的是研究主轴转速、进给速度、切削深度以及木锯屑含量等车削参数对木塑复合材料(WPC)粗糙度质量的影响和优化。实验采用了盒式贝肯设计和响应面方法。采用三个粗糙度参数,即平均粗糙度(Ra)、粗糙度均方根平均值(Rq)和平均最大高度(Rz)来评估木塑复合材料样品的表面质量。根据实验结果,Ra、Rq 和 Rz 值随着主轴转速在 430 至 1030 转/分钟范围内的增加而降低,而当进给量在 0.05 至 0.15 毫米/分钟范围内增加时,Ra、Rq 和 Rz 值则增加。此外,切削深度增加 1 至 3 毫米,木锯末含量增加 30 至 50 wt%,都会提高木塑的表面粗糙度。最后,确定了车削木塑的最佳条件:主轴转速为 781 rpm,进给速度为 0.05 mm/min,切削深度为 2.8 mm,木锯末含量为 30 wt%,最高理想分数为 1.000。在这种条件下,样品的 Ra、Rq 和 Rz 值分别为 1.8、2.2 和 11.3 µm。车削的最佳条件可用于有效地将不同的木塑产品加工成各种形状。
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Multi-objective optimization of turning process parameters and wood sawdust contents using response surface methodology for the minimized surface roughness of recycled plastic/wood sawdust composites

The objective of this work was to investigate the effect and optimization of turning parameters such as spindle speed, feed rate, and depth of cut as well as wood sawdust content on the roughness quality of wood-plastic composites (WPCs). The Box–Behnken design and response surface methodology were used in experiments. Three roughness parameters, namely average roughness (Ra), root mean square average of roughness (Rq), and average maximum height (Rz) were employed to evaluate the surface quality of WPC samples. Based on the findings of the experiments, the Ra, Rq, and Rz values reduced with increasing spindle speed in a range of 430 to 1030 rpm, whereas the values increased when increasing the feed rate in a range of 0.05 to 0.15 mm/min. Also, an increase in depth of cut ranging from 1 to 3 mm and WPCs with a higher amount of wood sawdust in a range of 30 to 50 wt% raised their surface roughness. Finally, optimal conditions for the turning of the WPCs were determined to comprise a spindle speed of 781 rpm, a feed rate of 0.05 mm/min, a depth of cut of 2.8 mm, and wood sawdust content of 30 wt% with the highest desirability score of 1.000. Under such conditions, the sample had Ra, Rq, and Rz values of 1.8, 2.2, and 11.3 µm, respectively. The optimal conditions for turning can be used to effectively process different WPC products into various shapes.

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来源期刊
Composites Part C Open Access
Composites Part C Open Access Engineering-Mechanical Engineering
CiteScore
8.60
自引率
2.40%
发文量
96
审稿时长
55 days
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