Exploring biofiber properties and their influence on biocomposite tensile properties

IF 2.9 4区 化学 Q2 POLYMER SCIENCE
Oluwafemi A. Oyedeji, Jocelyn Hess, Xianhui Zhao, Luke Williams, Rachel Emerson, Erin Webb
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引用次数: 0

Abstract

Biofibers serve as effective reinforcements for neat polylactic acid (PLA) in biocomposites, offering an attractive opportunity to decarbonize the manufacturing sector of the United States by displacing fossil‐based reinforcement fibers such as carbon fibers. Also, biofiber production can stimulate economic growth in rural economies, fueling sustainable development. PLA resins are commonly compounded with biofibers to create biocomposites suitable for additive manufacturing. PLA‐biofiber composites often exhibit better overall material properties than neat (pure) PLA, but the associations between biofiber properties and the material properties of their biocomposites remain largely unexplored. Hence, this research delves into a comprehensive exploration of diverse biofibers, scrutinizing their physical and chemical attributes, including size, shape, ash content and biochemical composition. The study meticulously analyzes the flow properties of each biofiber and elucidates the ultimate tensile strengths and Young's modulus of corresponding biocomposite samples. Noteworthy correlations between biofiber and biocomposite tensile properties are uncovered, shedding light on critical interrelationships. The study introduces an approach employing regression models to predict the ultimate tensile strength and Young's modulus of biocomposites. These models, validated with a cross‐validation technique, exhibit remarkable predictive accuracy, particularly in estimating ultimate tensile strength. © 2024 Oak Ridge National Laboratory managed by UT‐Battelle, LLC and The Author(s). Polymer International published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
探索生物纤维特性及其对生物复合材料拉伸特性的影响
在生物复合材料中,生物纤维可作为纯聚乳酸(PLA)的有效增强材料,取代碳纤维等化石基增强纤维,为美国制造业的去碳化提供了一个极具吸引力的机会。此外,生物纤维生产还能刺激农村经济增长,推动可持续发展。聚乳酸树脂通常与生物纤维复合,以制造适用于增材制造的生物复合材料。与纯聚乳酸相比,聚乳酸-生物纤维复合材料通常具有更好的整体材料特性,但生物纤维特性与其生物复合材料材料特性之间的关联在很大程度上仍未得到探索。因此,本研究对各种生物纤维进行了全面探索,仔细研究了它们的物理和化学属性,包括尺寸、形状、灰分含量和生化成分。研究细致分析了每种生物纤维的流动特性,并阐明了相应生物复合材料样品的极限拉伸强度和杨氏模量。研究发现了生物纤维和生物复合材料拉伸性能之间值得注意的相关性,揭示了关键的相互关系。研究介绍了一种采用回归模型预测生物复合材料极限拉伸强度和杨氏模量的方法。这些模型经过交叉验证技术的验证,显示出显著的预测准确性,尤其是在估计极限拉伸强度方面。© 2024 橡树岭国家实验室由UT-巴特尔有限责任公司和作者管理。国际聚合物》由 John Wiley & Sons Ltd 代表化学工业协会出版。
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
Polymer International
Polymer International 化学-高分子科学
CiteScore
7.10
自引率
3.10%
发文量
135
审稿时长
4.3 months
期刊介绍: Polymer International (PI) publishes the most significant advances in macromolecular science and technology. PI especially welcomes research papers that address applications that fall within the broad headings Energy and Electronics, Biomedical Studies, and Water, Environment and Sustainability. The Journal’s editors have identified these as the major challenges facing polymer scientists worldwide. The Journal also publishes invited Review, Mini-review and Perspective papers that address these challenges and others that may be of growing or future relevance to polymer scientists and engineers.
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