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

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. • The process variables are mass content of chitosan, PVA, and starch. • Objectives functions: Elongation and material cost. • Fuzzy optimization resulted in an overall satisfaction level of 55.87 %. • Fuzzy optimal solution: 54.52 ± 4.54 % elongation at material cost of 1667 USG·kg −1 .

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Publication Details

Journal
Industrial Crops and Products
Published
2025-05-30
DOI
https://doi.org/10.1016/j.indcrop.2025.121286
Primary Topic
biodegradable polymer synthesis and properties
Type
article
Field-Weighted Citation Impact
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article

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

Julio Calero, Kathleen B. Aviso, Angelo Earvin Sy Choi, Gil Valdo José da Silva et al.
Industrial Crops and Products
biodegradable polymer synthesis and properties
article

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

Julio Calero, Kathleen B. Aviso, Angelo Earvin Sy Choi, Gil Valdo José da Silva, Alijaeh Joshua A. Go, Ralph Emmanuel M. Manlulu
article en

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. • The process variables are mass content of chitosan, PVA, and starch. • Objectives functions: Elongation and material cost. • Fuzzy optimization resulted in an overall satisfaction level of 55.87 %. • Fuzzy optimal solution: 54.52 ± 4.54 % elongation at material cost of 1667 USG·kg −1 .

Industrial Crops and ProductsVol. 232
De La Salle University (PH)
Responsible consumption and production
Openalex Percentile: Top 93%
biodegradable polymer synthesis and properties
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