热重分析
化学
主成分分析
降级(电信)
聚丙烯
分析化学(期刊)
质谱法
基质(化学分析)
色谱法
有机化学
计算机科学
电信
人工智能
作者
T. Ozawa,Sayaka Nakamura,Hiroaki Sato,Hideyuki Shinzawa,Hideaki Hagihara,Ryota Watanabe
标识
DOI:10.1021/acs.analchem.4c04630
摘要
This study presents a novel approach that combines thermogravimetric analysis with time-of-flight mass spectrometry (TG-TOFMS), principal component analysis (PCA), and Kendrick mass defect (KMD) analysis─referred to as TG-PCA-KMD─to investigate molecular-scale structural changes and quantitatively assess the progression of thermo-oxidative degradation in glass fiber reinforced polypropylene (GF/PP). TG-TOFMS enables the simultaneous and sensitive detection of both structural changes due to thermo-oxidative degradation and compositional changes in the filler and matrix. PCA and KMD analysis are crucial for identifying specific ion series derived from the degraded PP matrix in the high-resolution mass spectra obtained through TG-TOFMS. Additionally, PCA fitting was employed to selectively extract information on the degraded components of GF/PP from differential thermogravimetric profiles. Our findings demonstrate the advantages and utility of TG-PCA-KMD in the degradation analysis of composite materials.
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