Sukrut Prashant Phansalkar , Yongrae Jang , Bongtae Han , Ran Tao , Aaron M. Forster
{"title":"确定双反应热固性塑料自催化固化动力学模型常数的新方法","authors":"Sukrut Prashant Phansalkar , Yongrae Jang , Bongtae Han , Ran Tao , Aaron M. Forster","doi":"10.1016/j.mseb.2024.117829","DOIUrl":null,"url":null,"abstract":"<div><div>Analysis of the cure kinetics of dual-reaction thermosets requires the determination of nine constants including the ratio of the first reaction to the total reaction. Simultaneous determination of the nine constants from experimental data is extremely challenging because an objective function to determine the constants through regression analyses is a sum of two highly non-linear kinetic functions. This paper proposes a novel method to determine all nine constants accurately and consistently using minimum testing data. The method first utilizes a model-free analysis for the ratio. An analytical least-squares approach is followed for the remaining eight model constants of dual reactions. The method is implemented for a highly-filled dual-reaction epoxy-based underfill commonly used in advanced semiconductor packaging applications. The proposed method is remarkably efficient; it requires data from only two standard DSC dynamic scans to determine the nine constants accurately. The robustness and accuracy of the proposed method are corroborated experimentally.</div></div>","PeriodicalId":18233,"journal":{"name":"Materials Science and Engineering: B","volume":"311 ","pages":"Article 117829"},"PeriodicalIF":3.9000,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Novel method to determine autocatalytic cure kinetics model constants of dual-reaction thermosets\",\"authors\":\"Sukrut Prashant Phansalkar , Yongrae Jang , Bongtae Han , Ran Tao , Aaron M. Forster\",\"doi\":\"10.1016/j.mseb.2024.117829\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Analysis of the cure kinetics of dual-reaction thermosets requires the determination of nine constants including the ratio of the first reaction to the total reaction. Simultaneous determination of the nine constants from experimental data is extremely challenging because an objective function to determine the constants through regression analyses is a sum of two highly non-linear kinetic functions. This paper proposes a novel method to determine all nine constants accurately and consistently using minimum testing data. The method first utilizes a model-free analysis for the ratio. An analytical least-squares approach is followed for the remaining eight model constants of dual reactions. The method is implemented for a highly-filled dual-reaction epoxy-based underfill commonly used in advanced semiconductor packaging applications. The proposed method is remarkably efficient; it requires data from only two standard DSC dynamic scans to determine the nine constants accurately. The robustness and accuracy of the proposed method are corroborated experimentally.</div></div>\",\"PeriodicalId\":18233,\"journal\":{\"name\":\"Materials Science and Engineering: B\",\"volume\":\"311 \",\"pages\":\"Article 117829\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2024-11-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Materials Science and Engineering: B\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0921510724006585\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Materials Science and Engineering: B","FirstCategoryId":"88","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0921510724006585","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
Novel method to determine autocatalytic cure kinetics model constants of dual-reaction thermosets
Analysis of the cure kinetics of dual-reaction thermosets requires the determination of nine constants including the ratio of the first reaction to the total reaction. Simultaneous determination of the nine constants from experimental data is extremely challenging because an objective function to determine the constants through regression analyses is a sum of two highly non-linear kinetic functions. This paper proposes a novel method to determine all nine constants accurately and consistently using minimum testing data. The method first utilizes a model-free analysis for the ratio. An analytical least-squares approach is followed for the remaining eight model constants of dual reactions. The method is implemented for a highly-filled dual-reaction epoxy-based underfill commonly used in advanced semiconductor packaging applications. The proposed method is remarkably efficient; it requires data from only two standard DSC dynamic scans to determine the nine constants accurately. The robustness and accuracy of the proposed method are corroborated experimentally.
期刊介绍:
The journal provides an international medium for the publication of theoretical and experimental studies and reviews related to the electronic, electrochemical, ionic, magnetic, optical, and biosensing properties of solid state materials in bulk, thin film and particulate forms. Papers dealing with synthesis, processing, characterization, structure, physical properties and computational aspects of nano-crystalline, crystalline, amorphous and glassy forms of ceramics, semiconductors, layered insertion compounds, low-dimensional compounds and systems, fast-ion conductors, polymers and dielectrics are viewed as suitable for publication. Articles focused on nano-structured aspects of these advanced solid-state materials will also be considered suitable.