石墨增强可生物降解 PVA 富马酸交联复合材料特性的多响应优化:基于灰色模糊逻辑的混合方法

IF 3.8 4区 工程技术 Q2 CHEMISTRY, APPLIED Journal of Vinyl & Additive Technology Pub Date : 2024-05-09 DOI:10.1002/vnl.22112
Saurabh Kafaltiya, Pawan Kumar Agrawal, Pragya Sharma, V. K. Singh, Jitendra Bhaskar, Sakshi Chauhan, Akarsh Verma
{"title":"石墨增强可生物降解 PVA 富马酸交联复合材料特性的多响应优化:基于灰色模糊逻辑的混合方法","authors":"Saurabh Kafaltiya,&nbsp;Pawan Kumar Agrawal,&nbsp;Pragya Sharma,&nbsp;V. K. Singh,&nbsp;Jitendra Bhaskar,&nbsp;Sakshi Chauhan,&nbsp;Akarsh Verma","doi":"10.1002/vnl.22112","DOIUrl":null,"url":null,"abstract":"<div>\n \n \n <section>\n \n <p>In the current investigation, enhancement in the mechanical properties, thermal stability, and decrement in the moisture absorption capabilities of polyvinyl alcohol was observed by cross-linking it with different weight percentages (wt. %) of fumaric acid and reinforcing them along with sulfuric acid-modified graphite particles. The effects of altering the cross-linking duration and fumaric acid wt. % were investigated in the resulting composite using the Taguchi L16 experimental design method. As in this contemporary era of rapid industrial expansion and fierce competition, the primary goals of manufacturers revolve around the production of high-quality goods at optimal costs within a specified timeframe. Therefore, to save both cost and time, the authors have utilized a technique known as “gray-fuzzy optimization” to balance competing goals between mechanical (toughness, elongation and strength) and physical (water intake capacity) attributes. The present approach aimed to reduce the experimentation expenses and increase the effectiveness of composite manufacturing by considerably reducing the intricacy of practical multi-response optimization issues. Response graphs and analysis of variance tests were also utilized to calculate the percentage contribution of the input variables and provide model significance.</p>\n </section>\n \n <section>\n \n <h3> Highlights</h3>\n \n <div>\n <ul>\n \n <li>Polyvinyl alcohol is cross-linked with different weight percentages (wt. %) of fumaric acid, and reinforced them with sulfuric acid-modified graphite particles.</li>\n \n <li>Enhancement in mechanical properties, thermal stability, and decrease in moisture absorption capabilities were perceived for the fabricated composite.</li>\n \n <li>Effects of altering the cross-linking duration and fumaric acid wt. % were investigated in the resulting composite using the Taguchi L16 experimental design.</li>\n \n <li>Gray-fuzzy optimization technique was utilized to balance competing goals between water intake and mechanical attributes like toughness, elongation and strength.</li>\n \n <li>Response graphs and analysis of variance (ANOVA) tests were also utilized to evaluate the percentage contribution of input variables and provide model significance.</li>\n </ul>\n </div>\n </section>\n </div>","PeriodicalId":17662,"journal":{"name":"Journal of Vinyl & Additive Technology","volume":null,"pages":null},"PeriodicalIF":3.8000,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-response optimization of characteristics for graphite reinforced biodegradable PVA-fumaric acid cross-linked composite: A gray-fuzzy logic-based hybrid approach\",\"authors\":\"Saurabh Kafaltiya,&nbsp;Pawan Kumar Agrawal,&nbsp;Pragya Sharma,&nbsp;V. K. Singh,&nbsp;Jitendra Bhaskar,&nbsp;Sakshi Chauhan,&nbsp;Akarsh Verma\",\"doi\":\"10.1002/vnl.22112\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n \\n <section>\\n \\n <p>In the current investigation, enhancement in the mechanical properties, thermal stability, and decrement in the moisture absorption capabilities of polyvinyl alcohol was observed by cross-linking it with different weight percentages (wt. %) of fumaric acid and reinforcing them along with sulfuric acid-modified graphite particles. The effects of altering the cross-linking duration and fumaric acid wt. % were investigated in the resulting composite using the Taguchi L16 experimental design method. As in this contemporary era of rapid industrial expansion and fierce competition, the primary goals of manufacturers revolve around the production of high-quality goods at optimal costs within a specified timeframe. Therefore, to save both cost and time, the authors have utilized a technique known as “gray-fuzzy optimization” to balance competing goals between mechanical (toughness, elongation and strength) and physical (water intake capacity) attributes. The present approach aimed to reduce the experimentation expenses and increase the effectiveness of composite manufacturing by considerably reducing the intricacy of practical multi-response optimization issues. Response graphs and analysis of variance tests were also utilized to calculate the percentage contribution of the input variables and provide model significance.</p>\\n </section>\\n \\n <section>\\n \\n <h3> Highlights</h3>\\n \\n <div>\\n <ul>\\n \\n <li>Polyvinyl alcohol is cross-linked with different weight percentages (wt. %) of fumaric acid, and reinforced them with sulfuric acid-modified graphite particles.</li>\\n \\n <li>Enhancement in mechanical properties, thermal stability, and decrease in moisture absorption capabilities were perceived for the fabricated composite.</li>\\n \\n <li>Effects of altering the cross-linking duration and fumaric acid wt. % were investigated in the resulting composite using the Taguchi L16 experimental design.</li>\\n \\n <li>Gray-fuzzy optimization technique was utilized to balance competing goals between water intake and mechanical attributes like toughness, elongation and strength.</li>\\n \\n <li>Response graphs and analysis of variance (ANOVA) tests were also utilized to evaluate the percentage contribution of input variables and provide model significance.</li>\\n </ul>\\n </div>\\n </section>\\n </div>\",\"PeriodicalId\":17662,\"journal\":{\"name\":\"Journal of Vinyl & Additive Technology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2024-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Vinyl & Additive Technology\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/vnl.22112\",\"RegionNum\":4,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Vinyl & Additive Technology","FirstCategoryId":"88","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/vnl.22112","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, APPLIED","Score":null,"Total":0}
引用次数: 0

摘要

在目前的研究中,通过用不同重量百分比(wt.%)的富马酸交联聚乙烯醇并用硫酸改性石墨颗粒对其进行增强,观察到了聚乙烯醇机械性能、热稳定性的提高和吸湿能力的降低。采用田口 L16 实验设计法,研究了改变交联时间和富马酸重量百分比对所得复合材料的影响。在工业迅速发展和竞争激烈的当代,制造商的首要目标是在规定时间内以最佳成本生产出高质量的产品。因此,为了节约成本和时间,作者采用了一种被称为 "灰色模糊优化 "的技术来平衡机械属性(韧性、伸长率和强度)和物理属性(吸水能力)之间的竞争目标。本方法旨在通过大大降低实际多响应优化问题的复杂性,减少实验费用,提高复合材料制造的效率。重点聚乙烯醇与不同重量百分比(wt. %)的富马酸交联,并用硫酸改性石墨颗粒进行增强。制备的复合材料的机械性能、热稳定性和吸湿能力均有所提高。采用田口 L16 实验设计法研究了改变交联持续时间和富马酸重量百分比对所得复合材料的影响。利用灰色模糊优化技术平衡了吸水率与韧性、伸长率和强度等机械属性之间的竞争目标。此外,还利用响应图和方差分析 (ANOVA) 测试来评估输入变量的贡献百分比,并提供模型的显著性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Multi-response optimization of characteristics for graphite reinforced biodegradable PVA-fumaric acid cross-linked composite: A gray-fuzzy logic-based hybrid approach

In the current investigation, enhancement in the mechanical properties, thermal stability, and decrement in the moisture absorption capabilities of polyvinyl alcohol was observed by cross-linking it with different weight percentages (wt. %) of fumaric acid and reinforcing them along with sulfuric acid-modified graphite particles. The effects of altering the cross-linking duration and fumaric acid wt. % were investigated in the resulting composite using the Taguchi L16 experimental design method. As in this contemporary era of rapid industrial expansion and fierce competition, the primary goals of manufacturers revolve around the production of high-quality goods at optimal costs within a specified timeframe. Therefore, to save both cost and time, the authors have utilized a technique known as “gray-fuzzy optimization” to balance competing goals between mechanical (toughness, elongation and strength) and physical (water intake capacity) attributes. The present approach aimed to reduce the experimentation expenses and increase the effectiveness of composite manufacturing by considerably reducing the intricacy of practical multi-response optimization issues. Response graphs and analysis of variance tests were also utilized to calculate the percentage contribution of the input variables and provide model significance.

Highlights

  • Polyvinyl alcohol is cross-linked with different weight percentages (wt. %) of fumaric acid, and reinforced them with sulfuric acid-modified graphite particles.
  • Enhancement in mechanical properties, thermal stability, and decrease in moisture absorption capabilities were perceived for the fabricated composite.
  • Effects of altering the cross-linking duration and fumaric acid wt. % were investigated in the resulting composite using the Taguchi L16 experimental design.
  • Gray-fuzzy optimization technique was utilized to balance competing goals between water intake and mechanical attributes like toughness, elongation and strength.
  • Response graphs and analysis of variance (ANOVA) tests were also utilized to evaluate the percentage contribution of input variables and provide model significance.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journal of Vinyl & Additive Technology
Journal of Vinyl & Additive Technology 工程技术-材料科学:纺织
CiteScore
5.40
自引率
14.80%
发文量
73
审稿时长
>12 weeks
期刊介绍: Journal of Vinyl and Additive Technology is a peer-reviewed technical publication for new work in the fields of polymer modifiers and additives, vinyl polymers and selected review papers. Over half of all papers in JVAT are based on technology of additives and modifiers for all classes of polymers: thermoset polymers and both condensation and addition thermoplastics. Papers on vinyl technology include PVC additives.
期刊最新文献
Issue Information An experimental study on jute/banana fiber reinforced poly(vinyl alcohol) composites with nanofiller Synthesis of flexible magneto-electric polyvinyl alcohol composites using hybrid filler particles of carbon quantum dots and cobalt nano for electromagnetic interference shielding application Issue Information DL-Isoborneol esters as nontoxic main plasticizers for polyvinyl chloride with improved processability, thermal stability, and mechanical performance
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1