Multi-objective fuzzy optimization of cassava starch-based biodegradable plastic: Balancing elongation and cost

IF 5.6 1区 农林科学 Q1 AGRICULTURAL ENGINEERING
Alijaeh Joshua A. Go, Jose Antonio R. Calero, Gamille Marie V. Silva, Ralph Emmanuel M. Manlulu, Kathleen B. Aviso, Angelo Earvin Sy Choi
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Abstract

The accumulation of synthetic plastics has caused an urgent need for sustainable alternatives. Biodegradable plastics offer a promising solution, as their compostability helps reduce the ecological impact of plastic waste. However, achieving optimal mechanical properties while minimizing production costs remains a significant challenge. This study proposes using fuzzy optimization to develop cost-efficient biodegradable plastics made from cassava starch, chitosan, PVA, and crude glycerol. This approach simultaneously considers elongation and material cost which effectively addresses the trade-off between performance and affordability. Fuzzy optimization identifies the ideal material configurations to maximize satisfaction levels by evaluating product efficiency which ranges from 0 to 1. The overall satisfaction is 0.5587. Optimal conditions were achieved with 2.4 g of chitosan, 5.0 g of starch, and 3.0 g of PVA. The optimal elongation yielded was 54.52 % with cumulative uncertainty error of 4.54 %. The optimal elongation (54.52 %) was 37.09 % lower than RSM-based methods but achieved 41.81 % cost savings. This research addresses the conflicting factors of material cost efficiency alongside mechanical performance, introducing a novel perspective compared to past literature. The significant cost reductions underscore the economic viability of producing biodegradable plastics. This study is a crucial advancement for sustainable large-scale applications, particularly in the packaging industry.

Abstract Image

木薯淀粉基生物降解塑料的多目标模糊优化:平衡伸长率与成本
合成塑料的积累已经引起了对可持续替代品的迫切需求。可生物降解塑料提供了一个很有前途的解决方案,因为它们的可堆肥性有助于减少塑料废物对生态的影响。然而,在最小化生产成本的同时实现最佳机械性能仍然是一个重大挑战。本研究提出采用模糊优化技术,以木薯淀粉、壳聚糖、聚乙烯醇和粗甘油为原料,开发具有成本效益的生物降解塑料。这种方法同时考虑了伸长率和材料成本,有效地解决了性能和可负担性之间的权衡。模糊优化确定理想的材料配置,以最大限度地提高满意度,通过评估产品效率的范围从0到1。总体满意度为0.5587。壳聚糖用量为2.4 g,淀粉用量为5.0 g,聚乙烯醇用量为3.0 g。最佳伸长率为54.52 %,累积不确定度误差为4.54 %。最佳伸长率(54.52 %)比基于rsm的方法低37.09 %,但成本节约41.81 %。本研究解决了材料成本效率和机械性能的冲突因素,与过去的文献相比,引入了一个新的视角。成本的显著降低强调了生产生物可降解塑料的经济可行性。这项研究是可持续大规模应用的关键进步,特别是在包装行业。
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来源期刊
Industrial Crops and Products
Industrial Crops and Products 农林科学-农业工程
CiteScore
9.50
自引率
8.50%
发文量
1518
审稿时长
43 days
期刊介绍: Industrial Crops and Products is an International Journal publishing academic and industrial research on industrial (defined as non-food/non-feed) crops and products. Papers concern both crop-oriented and bio-based materials from crops-oriented research, and should be of interest to an international audience, hypothesis driven, and where comparisons are made statistics performed.
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