Optimization of Machining Parameters of Natural/Glass Fiber with Nanoclay Polymer Composite Using Response Surface Methodology

4区 材料科学 Q2 Materials Science Journal of Nanomaterials Pub Date : 2023-06-02 DOI:10.1155/2023/9485769
S. Ragunath, M. Rathod, K. Saravanan, N. Rakesh, Melkamu Kifetew
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Abstract

Machining processes are one of the most important finishing operations in the fabrication of composites, which contain natural fibers. However, it is difficult to attain a better fishing on the final components. Hence, an attempt has been made in the work to achieve a good surface finish in compression-molded hybrid fiber composites containing nanoclay particles by optimizing the milling parameters. Experiments were conducted by using Box–Behnken design (response surface methodology (RSM)) to optimize the milling process parameters such as spindle speed (16, 24, and 32 rpm), feed rate (0.1, 0.2, and 0.3 mm/rev.), and depth of cut (1, 1.5, 2 mm) along with different vol% of nanoclay content (3%, 6%, and 9%). The surface roughness of machined fiber composite was measured, and the most influential parameters were analyzed by analysis of variance, evaluation of signal-to-noise ratio, and mathematical models of responses were developed by RSM. The experimental results (A2B1C4D3) indicated that the feed rate is one of the most significant parameters, followed by nanoclay content, depth of cut, and spindle speed. Surface roughness was found to decrease continuously (2.18–2.08 µm) with increasing nanoclay content (up to 6%) at a certain limit and further addition of clay content (above 6%); the results were declined (2.42 µm) for the same levels of other parameters.
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利用响应面法优化纳米粘土复合材料加工天然/玻璃纤维的工艺参数
机械加工是制备含天然纤维的复合材料中最重要的精加工工序之一。然而,在最终部件上很难获得更好的钓鱼效果。因此,本文试图通过优化铣削参数,使含纳米粘土颗粒的压缩成型混杂纤维复合材料具有良好的表面光洁度。实验采用Box-Behnken设计(响应面法)优化铣削工艺参数,如主轴转速(16、24和32 rpm)、进给速度(0.1、0.2和0.3 mm/rev.)和切削深度(1、1.5、2mm)以及纳米粘土含量的不同vol%(3%、6%和9%)。对加工后的复合材料表面粗糙度进行了测量,通过方差分析、信噪比评价等方法分析了影响复合材料表面粗糙度的主要参数,并利用RSM方法建立了复合材料表面粗糙度响应的数学模型。实验结果(A2B1C4D3)表明,进给速度是最重要的参数之一,其次是纳米粘土含量、切削深度和主轴转速。在一定限度内,随着纳米粘土含量的增加(达到6%)和粘土含量的进一步增加(超过6%),表面粗糙度不断减小(2.18 ~ 2.08µm);对于相同水平的其他参数,结果下降了2.42µm。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Nanomaterials
Journal of Nanomaterials 工程技术-材料科学:综合
CiteScore
6.10
自引率
0.00%
发文量
577
审稿时长
2.3 months
期刊介绍: The overall aim of the Journal of Nanomaterials is to bring science and applications together on nanoscale and nanostructured materials with emphasis on synthesis, processing, characterization, and applications of materials containing true nanosize dimensions or nanostructures that enable novel/enhanced properties or functions. It is directed at both academic researchers and practicing engineers. Journal of Nanomaterials will highlight the continued growth and new challenges in nanomaterials science, engineering, and nanotechnology, both for application development and for basic research.
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