{"title":"基于田口统计研究的ENR复合材料多组分优化:平衡固化剂、增塑剂和二氧化硅填料","authors":"Praveen Balaji T, Soumyadip Choudhury","doi":"10.1007/s10965-025-04596-6","DOIUrl":null,"url":null,"abstract":"<div><p>The performance of epoxidized natural rubber (ENR) composites is significantly influenced by the precise loading of essential components like curing agents, plasticizers, fillers, etc. This study utilizes the Taguchi method, a durable statistical approach to optimize the formulation of ENR composites by systematically adjusting the loadings of aminopropyl terminated polydimethyl siloxane (AP-PDMS), Hydroquinone (HQ), epoxidized soybean oil (ESO), and silica filler. The influence of these additives on the ENR composite’s mechanical and thermal properties was methodically investigated. An L9 (3^4) orthogonal array was designed to assess the impact of these elements on critical performance criteria like crosslinking density, hardness, tensile strength, elongation at break, tear strength, and thermal characteristics. The most influential elements and their ideal values were found using the signal-to-noise (S/N) ratio. The results demonstrate that when compared to the least performing composite, with optimized formulations, AP-PDMS and silica were the dominant factors in improving mechanical properties, achieving up to a ~ 1130% increase in tensile strength, ~ 295% enhancement in tear strength, whereas ESO positively influenced elongation at break and increased it by ~ 36%, highlighting its role in improving flexibility. Hydroquinone, functioning as a co-curing agent, affects crosslinking density, physical properties and thermal stability. The optimized formulation offers high-performance ENR composites for different applications. Unlike previous ENR composite optimizations, which primarily focused on conventional curatives or single-variable designs, this study his work provides a multi-parameter optimization strategy by integrating multiple additives simultaneously under a robust statistical framework, thereby minimizing experimental work. The optimized composite formulations provide a balanced improvement in mechanical integrity and flexibility. </p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 10","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-component optimization in ENR composites using Taguchi-based statistical study: balancing curing agents, plasticizer, and silica filler\",\"authors\":\"Praveen Balaji T, Soumyadip Choudhury\",\"doi\":\"10.1007/s10965-025-04596-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The performance of epoxidized natural rubber (ENR) composites is significantly influenced by the precise loading of essential components like curing agents, plasticizers, fillers, etc. This study utilizes the Taguchi method, a durable statistical approach to optimize the formulation of ENR composites by systematically adjusting the loadings of aminopropyl terminated polydimethyl siloxane (AP-PDMS), Hydroquinone (HQ), epoxidized soybean oil (ESO), and silica filler. The influence of these additives on the ENR composite’s mechanical and thermal properties was methodically investigated. An L9 (3^4) orthogonal array was designed to assess the impact of these elements on critical performance criteria like crosslinking density, hardness, tensile strength, elongation at break, tear strength, and thermal characteristics. The most influential elements and their ideal values were found using the signal-to-noise (S/N) ratio. The results demonstrate that when compared to the least performing composite, with optimized formulations, AP-PDMS and silica were the dominant factors in improving mechanical properties, achieving up to a ~ 1130% increase in tensile strength, ~ 295% enhancement in tear strength, whereas ESO positively influenced elongation at break and increased it by ~ 36%, highlighting its role in improving flexibility. Hydroquinone, functioning as a co-curing agent, affects crosslinking density, physical properties and thermal stability. The optimized formulation offers high-performance ENR composites for different applications. Unlike previous ENR composite optimizations, which primarily focused on conventional curatives or single-variable designs, this study his work provides a multi-parameter optimization strategy by integrating multiple additives simultaneously under a robust statistical framework, thereby minimizing experimental work. The optimized composite formulations provide a balanced improvement in mechanical integrity and flexibility. </p><h3>Graphical abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>\",\"PeriodicalId\":658,\"journal\":{\"name\":\"Journal of Polymer Research\",\"volume\":\"32 10\",\"pages\":\"\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Polymer Research\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10965-025-04596-6\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"POLYMER SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Polymer Research","FirstCategoryId":"92","ListUrlMain":"https://link.springer.com/article/10.1007/s10965-025-04596-6","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"POLYMER SCIENCE","Score":null,"Total":0}
Multi-component optimization in ENR composites using Taguchi-based statistical study: balancing curing agents, plasticizer, and silica filler
The performance of epoxidized natural rubber (ENR) composites is significantly influenced by the precise loading of essential components like curing agents, plasticizers, fillers, etc. This study utilizes the Taguchi method, a durable statistical approach to optimize the formulation of ENR composites by systematically adjusting the loadings of aminopropyl terminated polydimethyl siloxane (AP-PDMS), Hydroquinone (HQ), epoxidized soybean oil (ESO), and silica filler. The influence of these additives on the ENR composite’s mechanical and thermal properties was methodically investigated. An L9 (3^4) orthogonal array was designed to assess the impact of these elements on critical performance criteria like crosslinking density, hardness, tensile strength, elongation at break, tear strength, and thermal characteristics. The most influential elements and their ideal values were found using the signal-to-noise (S/N) ratio. The results demonstrate that when compared to the least performing composite, with optimized formulations, AP-PDMS and silica were the dominant factors in improving mechanical properties, achieving up to a ~ 1130% increase in tensile strength, ~ 295% enhancement in tear strength, whereas ESO positively influenced elongation at break and increased it by ~ 36%, highlighting its role in improving flexibility. Hydroquinone, functioning as a co-curing agent, affects crosslinking density, physical properties and thermal stability. The optimized formulation offers high-performance ENR composites for different applications. Unlike previous ENR composite optimizations, which primarily focused on conventional curatives or single-variable designs, this study his work provides a multi-parameter optimization strategy by integrating multiple additives simultaneously under a robust statistical framework, thereby minimizing experimental work. The optimized composite formulations provide a balanced improvement in mechanical integrity and flexibility.
期刊介绍:
Journal of Polymer Research provides a forum for the prompt publication of articles concerning the fundamental and applied research of polymers. Its great feature lies in the diversity of content which it encompasses, drawing together results from all aspects of polymer science and technology.
As polymer research is rapidly growing around the globe, the aim of this journal is to establish itself as a significant information tool not only for the international polymer researchers in academia but also for those working in industry. The scope of the journal covers a wide range of the highly interdisciplinary field of polymer science and technology, including:
polymer synthesis;
polymer reactions;
polymerization kinetics;
polymer physics;
morphology;
structure-property relationships;
polymer analysis and characterization;
physical and mechanical properties;
electrical and optical properties;
polymer processing and rheology;
application of polymers;
supramolecular science of polymers;
polymer composites.