Fabrication of PLA bio-composite reinforced with jute fiber and ESP fillers and optimization of mechanical properties via fuzzy logic approach

Efty Mahmud , Alberuni Aziz , Farjana Parvin
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Abstract

Conventional synthetic materials based composite contributes greatly to waste accumulation and landfill increase as petroleum based material as petroleum-based resins accounts for ≈40 % of the global polymer market. Jute fibers were selected for their low cost, moderate strength, and biodegradability, while ESP fillers were incorporated to enhance the mechanical properties of the composite. Two samples were fabricated: Type A (without ESP fillers) and Type B (with ESP fillers). Mechanical tests showed that Type B exhibited superior tensile and flexural strength, compared to Type A. In contrast, Type A outperformed Type B in impact strength. A fuzzy logic-based model was developed. The existing composites often shows subpar results which is the result of weak fiber matrix adhesion and filler dispersion issues. The results indicate that this PLA-jute-ESP composite can serve as a viable alternative to conventional NFCs, promoting environmental sustainability while reducing production costs., minimizing the trial-and-error approach often seen in the industry Additionally, the fuzzy logic model enhances the ability to predict composite behavior. The novelty of this study lies in the development of a fully biodegradable PLA-jute-ESP fabrication method, which is cost-effective and addresses both environmental concerns by reducing reliance on petroleum-based matrices and bridging performance gaps in natural fiber composites (NFCs). The integration of a fuzzy logic model further enhances this approach by providing a scalable framework for optimizing green composites, offering a sustainable alternative to traditional metal-based composites in global green composite fabrication. Enabling tailored material designs for automotive, packaging, and construction applications. Furthermore, this study supports global sustainability goals by contributing to advancing high performance, biodegradable composites that minimizes resource depletion and fossil fuel reliance.

Abstract Image

用黄麻纤维和 ESP 填料制造聚乳酸生物复合材料并通过模糊逻辑方法优化其机械性能
由于石油基树脂占全球聚合物市场的约40%,传统合成材料基复合材料对垃圾堆积和垃圾填埋的增加起到了很大的作用。选用成本低、强度适中、可生物降解的黄麻纤维,同时加入ESP填料以提高复合材料的机械性能。制备了两种样品:A型(不含ESP填料)和B型(含ESP填料)。力学试验表明,与A型相比,B型具有更好的拉伸和弯曲强度,而A型在冲击强度方面优于B型。建立了基于模糊逻辑的模型。现有的复合材料由于纤维基体粘附力弱和填料分散等问题,往往表现出较差的性能。结果表明,这种pla -黄麻- esp复合材料可以作为传统nfc的可行替代品,在降低生产成本的同时促进环境的可持续性。此外,模糊逻辑模型还增强了预测复合材料行为的能力。该研究的新颖之处在于开发了一种完全可生物降解的pla -黄麻- esp制造方法,该方法不仅具有成本效益,而且通过减少对石油基基质的依赖,弥合了天然纤维复合材料(nfc)的性能差距,从而解决了环境问题。模糊逻辑模型的集成进一步增强了这种方法,为优化绿色复合材料提供了一个可扩展的框架,在全球绿色复合材料制造中提供了传统金属基复合材料的可持续替代方案。为汽车、包装和建筑应用提供量身定制的材料设计。此外,该研究通过促进高性能、可生物降解复合材料的发展,最大限度地减少资源消耗和对化石燃料的依赖,从而支持全球可持续发展目标。
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CiteScore
5.30
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