Prediction of cross-linking properties in rubber-based materials by means of TD-NMR and chemometrics: data preprocessing, model building and chemical interpretation

Applying TD-NMR coupled with PLS method, it is possible to determine volume fraction and cross-linking density by means of a time-saving solvent-free method, decreasing the time and costs of the analysis performed up-to-date in tyre and rubber industry.

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Publication Details

Journal
Analytica Chimica Acta
Published
2025-05-07
DOI
https://doi.org/10.1016/j.aca.2025.344155
Primary Topic
NMR spectroscopy and applications
Type
article
Field-Weighted Citation Impact
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article

Prediction of cross-linking properties in rubber-based materials by means of TD-NMR and chemometrics: data preprocessing, model building and chemical interpretation

Cristina Malegori, Marco Arimondi, Giorgio Luciano, Mattia Cettolin et al.
Analytica Chimica Acta
NMR spectroscopy and applications
article

Prediction of cross-linking properties in rubber-based materials by means of TD-NMR and chemometrics: data preprocessing, model building and chemical interpretation

Cristina Malegori, Marco Arimondi, Giorgio Luciano, Mattia Cettolin, Paolo Oliveri, Riccardo Voccio
article en

Abstract

Applying TD-NMR coupled with PLS method, it is possible to determine volume fraction and cross-linking density by means of a time-saving solvent-free method, decreasing the time and costs of the analysis performed up-to-date in tyre and rubber industry.

Analytica Chimica ActaVol. 1361
Pirelli (Italy) (IT), Istituto Nazionale di Fisica Nucleare, Sezione di Genova (IT), University of Genoa (IT)
Openalex Percentile: Top 95%
NMR spectroscopy and applications
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Prediction of cross-linking properties in rubber-based materials by means of TD-NMR and chemometrics: data preprocessing, model building and chemical interpretation — Cristina Malegori, Marco Arimondi, et al. · Analytica Chimica Acta (2025) | TGRS Research Map | TGRS