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.
Authors
- Cristina Malegori (ORCID: https://orcid.org/0000-0002-1760-8915)
- Marco Arimondi
- Giorgio Luciano (ORCID: https://orcid.org/0000-0001-6353-8711)
- Mattia Cettolin (ORCID: https://orcid.org/0000-0002-0464-0078)
- Paolo Oliveri (ORCID: https://orcid.org/0000-0002-3722-9461)
- Riccardo Voccio (ORCID: https://orcid.org/0009-0000-8981-8906)
Institutions
- Pirelli (Italy) (IT)
- Istituto Nazionale di Fisica Nucleare, Sezione di Genova (IT)
- University of Genoa (IT)
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
- 0.00