End-group analysis of polycarbonates using evolved gas analysis-time-of-flight mass spectrometry combining principal component analysis and Kendrick mass defect analysis

IF 6.2 2区 化学 Q1 CHEMISTRY, ANALYTICAL
Sayaka Nakamura , Hiroaki Sato , Takato Ishida , Hideaki Hagihara , Hideyuki Shinzawa , Ryota Watanabe
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引用次数: 0

Abstract

This paper introduces a novel method that uses evolved gas analysis with time-of-flight mass spectrometry coupled with field ionization (EGA-FI-TOFMS) to analyze the end-group structures of polycarbonate. To validate the analytical method, polycarbonates featuring two different types of end groups—tert-butylphenol and cumyl phenol—were analyzed. A data mining technique combining principal component analysis (PCA) and Kendrick mass defect (KMD) analysis was applied to the temperature-dependent mass spectra obtained from EGA-FI-TOFMS to extract key mass information related to specific evolved products arising from the end-group structures of the polycarbonate samples. The products derived from the polymer ends were selectively detected during the early stages of pyrolysis because the terminus-derived products resulted from a single cleavage of the polymer chain. The newly developed method, which integrates EGA-FI-TOFMS, PCA, and KMD analysis, provides insights into the end-group structures of polymer materials without requiring prior knowledge. This capability is particularly advantageous for analyzing industrial polymer materials, for which such prior knowledge is often unavailable.
利用演化气分析-飞行时间质谱结合主成分分析和Kendrick质量缺陷分析对聚碳酸酯进行端基分析
本文介绍了一种利用飞行时间质谱耦合场电离(EGA-FI-TOFMS)分析聚碳酸酯端基结构的新方法。为了验证分析方法,对具有两种不同端基的聚碳酸酯——叔丁基酚和cumyl酚进行了分析。将主成分分析(PCA)和Kendrick质量缺陷(KMD)相结合的数据挖掘技术应用于EGA-FI-TOFMS获得的温度依赖质谱,提取出与聚碳酸酯样品端基结构产生的特定进化产物相关的关键质量信息。在热解的早期阶段,选择性地检测到聚合物末端衍生的产物,因为末端衍生的产物是由聚合物链的单次裂解产生的。新开发的方法集成了EGA-FI-TOFMS, PCA和KMD分析,可以在不需要先验知识的情况下深入了解聚合物材料的端基结构。这种能力对于分析工业聚合物材料特别有利,因为这种先验知识通常是不可用的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.10
自引率
11.70%
发文量
340
审稿时长
44 days
期刊介绍: The Journal of Analytical and Applied Pyrolysis (JAAP) is devoted to the publication of papers dealing with innovative applications of pyrolysis processes, the characterization of products related to pyrolysis reactions, and investigations of reaction mechanism. To be considered by JAAP, a manuscript should present significant progress in these topics. The novelty must be satisfactorily argued in the cover letter. A manuscript with a cover letter to the editor not addressing the novelty is likely to be rejected without review.
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