Revealing Molecular-Scale Structural Changes in Polymer Nanocomposites during Thermo-Oxidative Degradation Using Evolved Gas Analysis with High-Resolution Time-of-Flight Mass Spectrometry Combined with Principal Component Analysis and Kendrick Mass Defect Analysis

This study introduces a novel method that utilizes evolved gas analysis with time-of-flight mass spectrometry (EGA-TOFMS) coupled with principal component analysis (PCA) and Kendrick mass defect (KMD) analysis, called EGA-PCA-KMD, to analyze complex structural changes in polymer materials during thermo-oxidative degradation. While EGA-TOFMS captures exact mass data related to the degradation components in the temperature-dependent mass spectra of the evolved products, numerous high-resolution mass spectra with large amounts of ion signals and varying intensities provide challenges for interpretation. To address this, we employed mathematical decomposition through PCA to selectively extract information about the ion series specific to the products that evolved from the degradation components. Additionally, KMD analysis was applied to the attribution of the exact mass signals extracted from the PCA, which categorizes and visualizes depending on the molecular compositions in a two-dimensional plot. The complex structural changes of the triblock copolymer thermoplastic elastomer and its nanocomposites containing nanodiamonds during thermo-oxidative degradation were elucidated using EGA-PCA-KMD to demonstrate the effectiveness of this characterization technique for polymer degradation. Furthermore, it is revealed that the formation of rigid matrix–filler interfacial interaction via the π–π stacking and chemical bonds in the nanocomposites contributes to improvement in the stability toward thermo-oxidative degradation. Our results highlight the benefits of EGA-PCA-KMD and provide valuable insights into polymer degradation.

[1]  A. Marttos,et al.  A Practical Guide , 2023, Content Analysis: An Introduction to Its Methodology.

[2]  H. Shinzawa,et al.  Real-time monitoring of the thermooxidative degradation behavior of poly(acrylonitrile-butadiene-styrene) using isothermal in-situ Fourier transform infrared spectroscopy combined with principal component analysis , 2023, Polymer.

[3]  S. Yamane,et al.  Kendrick mass defect analysis-based data mining technique for trace components in polyolefins observed by pyrolysis-gas chromatography/high-resolution mass spectrometry , 2023, Journal of Analytical and Applied Pyrolysis.

[4]  Takato Ishida,et al.  Network Degradation Assessed by Evolved Gas Analysis–Mass Spectrometry Combined with Principal Component Analysis (EGA–MS–PCA): A Case of Thermo-Oxidized Epoxy/Amine Network , 2023, Macromolecules.

[5]  Ryota Watanabe,et al.  Three-way evolved gas analysis-mass spectrometry combined with principal component analysis (EGA-MS-PCA) to probe interfacial states between matrix and filler in poly(styrene-b-butadiene-b-styrene) (SBS) nanocomposites , 2021 .

[6]  A. Zheng,et al.  Experimental and density functional theory investigations on the antioxidant mechanism of carbon nanotubes , 2021, Carbon.

[7]  Ryota Watanabe,et al.  In Situ Fourier Transform Infrared Spectroscopic Imaging for Elucidating Variations in Chemical Structures of Polymer Composites at the Matrix–Filler Interface during Reactive Processing , 2020 .

[8]  Hiroaki Sato,et al.  A data mining method from pyrolyzed products: Pyrolysis-gas chromatography-photoionization-high resolution time-of-flight mass spectrometry and kendrick mass defect analysis for polymer semiconductor poly(3-hexylthiophene) , 2020 .

[9]  K. Hata,et al.  Improving thermal durability and mechanical properties of poly(ether ether ketone) with single-walled carbon nanotubes , 2019, Polymer.

[10]  N. Dintcheva,et al.  Anti-/Pro-Oxidant Behavior of Naturally Occurring Molecules in Polymers and Biopolymers: A Brief Review , 2019, ACS Sustainable Chemistry & Engineering.

[11]  Radmila Tomovska,et al.  High‐Performance UV Protective Waterborne Polymer Coatings Based on Hybrid Graphene/Carbon Nanotube Radicals Scavenging Filler , 2019, Particle & Particle Systems Characterization.

[12]  R. Cody,et al.  Graphical Ranking of Divisors to Get the Most out of a Resolution-Enhanced Kendrick Mass Defect Plot. , 2018, Analytical chemistry.

[13]  Ryota Watanabe,et al.  Structure−property relationships of polypropylene-based nanocomposites obtained by dispersing mesoporous silica into hydroxyl-functionalized polypropylene. Part 2: Matrix−filler interactions and pore filling of mesoporous silica characterized by evolved gas analysis , 2018, Polymer Journal.

[14]  Hiroaki Sato,et al.  First Gut Instincts Are Always Right: The Resolution Required for a Mass Defect Analysis of Polymer Ions Can Be as Low as Oligomeric. , 2018, Analytical chemistry.

[15]  K. Hata,et al.  Improvement in thermal durability of fluorinated rubber by the addition of single-walled carbon nanotubes as a thermally stable radical scavenger , 2017 .

[16]  Hiroaki Sato,et al.  Extension of the Kendrick Mass Defect Analysis of Homopolymers to Low Resolution and High Mass Range Mass Spectra Using Fractional Base Units. , 2017, Analytical chemistry.

[17]  Hiroaki Sato,et al.  Structural Characterization of Polymers by MALDI Spiral-TOF Mass Spectrometry Combined with Kendrick Mass Defect Analysis , 2014, Journal of The American Society for Mass Spectrometry.

[18]  S. Tsuge,et al.  Pyrolysis - GC/MS Data Book of Synthetic Polymers: Pyrograms, Thermograms and MS of Pyrolyzates , 2011 .

[19]  F. Bento,et al.  Degradability of linear polyolefins under natural weathering , 2011 .

[20]  P. Dubois,et al.  Polymer/carbon nanotube nanocomposites: Influence of carbon nanotubes on EVA photodegradation , 2007 .

[21]  R. Pfaendner How will additives shape the future of plastics , 2006 .

[22]  R. Harada,et al.  Polymer/silicate Interaction in Nylon 6-Clay Hybrid Studied by Temperature Programmed Pyrolysis Techniques , 2006 .

[23]  E. S. Kirkor Book Reviews: A User-Friendly Guide to Multivariate Calibration and Classification , 2004 .

[24]  Norman C. Billingham,et al.  Carbon nanotubes as polymer antioxidants , 2003 .

[25]  A G Marshall,et al.  Kendrick mass defect spectrum: a compact visual analysis for ultrahigh-resolution broadband mass spectra. , 2001, Analytical chemistry.

[26]  H. Ohtani,et al.  Characterization of Chitin-Based Polymer Hybrids by Temperature-Programmed Analytical Pyrolysis Techniques. 1. Chitin-graft-poly(2-methyl-2-oxazoline)/Poly(vinyl chloride) Blends , 1997 .

[27]  K. Esbensen,et al.  Principal component analysis , 1987 .

[28]  H. Ohtani,et al.  Characterization of Chitin-Based Polymer Hybrids by Temperature-Programmed Analytical Pyrolysis Techniques. 2. Chitin-graft-poly(2-methyl-2-oxazoline)/Poly(vinyl alcohol) Blends , 1997 .