Study of ε-caprolactone polymerization by NIR spectroscopy

Marcelo Blanco, M. Jesús Sánchez, Manel Alcalà

Research output: Contribution to journalArticleResearchpeer-review

6 Citations (Scopus)

Abstract

Near-infrared (NIR) spectroscopy is proposed for the in-line quantitative and kinetic study of the polymerization of ε-caprolactone and eventually to facilitate real-time control of the manufacturing process. Spectra were acquired with a fibre-optic probe operating in transflectance mode immersed in the reactor. The NIR data acquired were processed using a multivariate curve resolution alternating least squares (MCR-ALS) algorithm. The proposed method allows calculation of the concentration and spectral profiles of the species involved in the reaction. The key point of this method is the lack of reference concentrations needed to perform the MCR-ALS method. The use of an extended spectral matrix using both process and pure analyte spectra solves the rank deficiency. The concentration profiles obtained were used to calculate a kinetic fitting of the reaction, but the method was improved by applying kinetic constraints (hard modelling). The rate constants of batches at different temperatures and the energy of activation for this reaction were calculated. Whenever possible, the hard modelling combined with the MCR-ALS method improves the fit of the experimental data: the results show good correlation between the NIR and reference data and allow the collection of high-quality kinetic information on the reaction (rate constants and energy of activation). © 2010 Springer-Verlag.
Original languageEnglish
Pages (from-to)3575-3579
JournalAnalytical and Bioanalytical Chemistry
Volume397
Issue number8
DOIs
Publication statusPublished - 1 Aug 2010

Keywords

  • Chemometrics
  • Kinetics
  • Multivariate curve resolution
  • Near-infrared spectroscopy
  • Process analysis

Fingerprint Dive into the research topics of 'Study of ε-caprolactone polymerization by NIR spectroscopy'. Together they form a unique fingerprint.

Cite this