Alijaeh Joshua A. Go, Jose Antonio R. Calero, Gamille Marie V. Silva, Ralph Emmanuel M. Manlulu, Kathleen B. Aviso, Angelo Earvin Sy Choi
{"title":"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","authors":"Alijaeh Joshua A. Go, Jose Antonio R. Calero, Gamille Marie V. Silva, Ralph Emmanuel M. Manlulu, Kathleen B. Aviso, Angelo Earvin Sy Choi","doi":"10.1016/j.indcrop.2025.121286","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":13581,"journal":{"name":"Industrial Crops and Products","volume":"232 ","pages":"Article 121286"},"PeriodicalIF":6.2000,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-objective fuzzy optimization of cassava starch-based biodegradable plastic: Balancing elongation and cost\",\"authors\":\"Alijaeh Joshua A. Go, Jose Antonio R. Calero, Gamille Marie V. Silva, Ralph Emmanuel M. Manlulu, Kathleen B. Aviso, Angelo Earvin Sy Choi\",\"doi\":\"10.1016/j.indcrop.2025.121286\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":13581,\"journal\":{\"name\":\"Industrial Crops and Products\",\"volume\":\"232 \",\"pages\":\"Article 121286\"},\"PeriodicalIF\":6.2000,\"publicationDate\":\"2025-05-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Industrial Crops and Products\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0926669025008325\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURAL ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Industrial Crops and Products","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0926669025008325","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
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.
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.