Analysis of friction and wear performance of eco-friendly basalt filler reinforced polylactic acid composite using the Taguchi approach

P. Jagadeesh, Madhu Puttegowda, Indran Suyambulingam, M. K. Gupta, Sanjay Mavinkere Rangappa, S. Siengchin
{"title":"Analysis of friction and wear performance of eco-friendly basalt filler reinforced polylactic acid composite using the Taguchi approach","authors":"P. Jagadeesh, Madhu Puttegowda, Indran Suyambulingam, M. K. Gupta, Sanjay Mavinkere Rangappa, S. Siengchin","doi":"10.1177/08927057231211231","DOIUrl":null,"url":null,"abstract":"The main goal of this research is to utilize sustainable and eco-friendly basalt materials for the fabrication of bio-based thermoplastic composites. This will help to keep up with ecologically balanced factors. There have been several studies on natural fiber reinforced with different polymer matrices during the past 10 years. As a result, the academics and experts expressed concern about the environmental imbalance. By keeping these points, an attempt was made to fabricate basalt fillers reinforced polylactic acid composites with the maximum weight ratio (30 wt %), and the tribological study is conducted for the fabricated composites. In this study, the Taguchi and analysis of variance (ANOVA) approaches have been used to analyze the coefficient of friction (COF) and specific wear rate (SWR) of polylactic acid composite reinforced with constant 30 wt% basalt fillers. The morphology, particle size, and elemental composition of the basalt fillers are examined using scanning electron microscopy, a particle size distribution analyzer, and energy-dispersive X-ray analysis, respectively. The tribology tests are conducted with Pin-on-Disk Tribometer following the ASTM G99 standard, following the L18 orthogonal array design, which was developed using the statistical program MINITAB-19. The selected parameters for the analysis are basalt (wt %), load (N), speed (rpm), and distance (m) under dry conditions. For PLA samples, the optimum parameters in response to COF is found to be 0 wt% basalt, 3 N load, 100 rpm speed, and 100 m distance; for the SWR output, the optimum parameters are 30 wt% basalt, 6 N load, 100 rpm speed, and 150 m distance. The consistent observation is that adding basalt fillers has not significantly reduced COF but has contributed more to SWR reduction with PLA composite. The best COF value for PLA samples is obtained with low sliding distance. The typical observation across all COF graphs is that the COF value first seems to be lower due to a smoothened polymer surface, rises throughout an experiment, and then stabilizes with very little variance. Regardless of the processing parameters, the depth of wear steadily increases with increasing load as observed in 2D depth profiles. The neat PLA polymer morphology that gives the illusion of deep grooves and many tracks dispersed over a single worn surface shows how the maximum parameter influence is more obvious on the surface of the sample. Overall, the results suggest that thermoplastic composites are feasible for the manufacturing of paper mill rollers.","PeriodicalId":508178,"journal":{"name":"Journal of Thermoplastic Composite Materials","volume":"52 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Thermoplastic Composite Materials","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/08927057231211231","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The main goal of this research is to utilize sustainable and eco-friendly basalt materials for the fabrication of bio-based thermoplastic composites. This will help to keep up with ecologically balanced factors. There have been several studies on natural fiber reinforced with different polymer matrices during the past 10 years. As a result, the academics and experts expressed concern about the environmental imbalance. By keeping these points, an attempt was made to fabricate basalt fillers reinforced polylactic acid composites with the maximum weight ratio (30 wt %), and the tribological study is conducted for the fabricated composites. In this study, the Taguchi and analysis of variance (ANOVA) approaches have been used to analyze the coefficient of friction (COF) and specific wear rate (SWR) of polylactic acid composite reinforced with constant 30 wt% basalt fillers. The morphology, particle size, and elemental composition of the basalt fillers are examined using scanning electron microscopy, a particle size distribution analyzer, and energy-dispersive X-ray analysis, respectively. The tribology tests are conducted with Pin-on-Disk Tribometer following the ASTM G99 standard, following the L18 orthogonal array design, which was developed using the statistical program MINITAB-19. The selected parameters for the analysis are basalt (wt %), load (N), speed (rpm), and distance (m) under dry conditions. For PLA samples, the optimum parameters in response to COF is found to be 0 wt% basalt, 3 N load, 100 rpm speed, and 100 m distance; for the SWR output, the optimum parameters are 30 wt% basalt, 6 N load, 100 rpm speed, and 150 m distance. The consistent observation is that adding basalt fillers has not significantly reduced COF but has contributed more to SWR reduction with PLA composite. The best COF value for PLA samples is obtained with low sliding distance. The typical observation across all COF graphs is that the COF value first seems to be lower due to a smoothened polymer surface, rises throughout an experiment, and then stabilizes with very little variance. Regardless of the processing parameters, the depth of wear steadily increases with increasing load as observed in 2D depth profiles. The neat PLA polymer morphology that gives the illusion of deep grooves and many tracks dispersed over a single worn surface shows how the maximum parameter influence is more obvious on the surface of the sample. Overall, the results suggest that thermoplastic composites are feasible for the manufacturing of paper mill rollers.
利用田口方法分析环保型玄武岩填料增强聚乳酸复合材料的摩擦和磨损性能
这项研究的主要目标是利用可持续和生态友好型玄武岩材料制造生物基热塑性复合材料。这将有助于保持生态平衡。在过去 10 年中,已有多项关于天然纤维与不同聚合物基质增强的研究。因此,学者和专家们对环境失衡表示担忧。根据这些观点,我们尝试以最大重量比(30 wt %)制造玄武岩填料增强聚乳酸复合材料,并对制造的复合材料进行摩擦学研究。本研究采用田口法和方差分析法(ANOVA)分析了恒定 30 wt% 玄武岩填料增强的聚乳酸复合材料的摩擦系数(COF)和比磨损率(SWR)。使用扫描电子显微镜、粒度分布分析仪和能量色散 X 射线分析仪分别检测了玄武岩填料的形态、粒度和元素组成。摩擦学试验是根据 ASTM G99 标准,采用 L18 正交阵列设计,用 MINITAB-19 统计程序开发的盘上销摩擦磨损试验仪进行的。分析所选参数为干燥条件下的玄武岩(重量百分比)、载荷(牛顿)、转速(转/分)和距离(米)。对于聚乳酸样品,对 COF 响应的最佳参数为 0 wt%的玄武岩、3 N 的负载、100 rpm 的转速和 100 m 的距离;对于 SWR 输出,最佳参数为 30 wt%的玄武岩、6 N 的负载、100 rpm 的转速和 150 m 的距离。一致的观察结果是,添加玄武岩填料并没有显著降低 COF,但对降低聚乳酸复合材料的 SWR 起到了更大的作用。在滑动距离较小的情况下,聚乳酸样品的 COF 值最佳。所有 COF 图的典型观察结果是,由于聚合物表面光滑,COF 值最初似乎较低,在整个实验过程中不断上升,然后趋于稳定,变化很小。无论加工参数如何,磨损深度都会随着载荷的增加而稳步增加,这在二维深度剖面图中可以观察到。整齐的聚乳酸聚合物形态给人一种深槽和许多轨迹分散在单个磨损表面的错觉,这表明最大参数影响在样品表面更为明显。总之,研究结果表明,热塑性复合材料可用于制造造纸辊。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信