End-group analysis of polycarbonates using evolved gas analysis-time-of-flight mass spectrometry combining principal component analysis and Kendrick mass defect analysis
{"title":"End-group analysis of polycarbonates using evolved gas analysis-time-of-flight mass spectrometry combining principal component analysis and Kendrick mass defect analysis","authors":"Sayaka Nakamura , Hiroaki Sato , Takato Ishida , Hideaki Hagihara , Hideyuki Shinzawa , Ryota Watanabe","doi":"10.1016/j.jaap.2025.107311","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":345,"journal":{"name":"Journal of Analytical and Applied Pyrolysis","volume":"192 ","pages":"Article 107311"},"PeriodicalIF":6.2000,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Analytical and Applied Pyrolysis","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S016523702500364X","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
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.
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.