|
Title
New alternative to determine the yield of ethylene oxide substitution in hydroxyethyl cellulose reaction by near-infrared spectroscopy and partial least squares regression
Authors
M. M. LOPEZ-TAPIA C. C. LOPEZ-SUERO and R. MARIN-SANCHEZ
Received
May 19, 2017
Published
Volume 52 Issue 9-10 October-December
Keywords
ethylene oxide efficiency, hydroxyethyl cellulose (HEC), molar substitution (MS), near infrared
spectroscopy (NIRS), partial least squares (PLS) regression
Abstract
The yield of substitution of ethylene oxide in the hydroxyethyl cellulose reaction is a crucial parameter disclosed by
molar substitution and is closely related to the performance of the polymer. A simple, fast and green method for
determining the molar substitution of hydroxyethyl cellulose has been developed in this study, using near infrared
spectroscopy (NIRS). One of the major advantages of this method is saving time for the quality control procedures in
chemical industry – at least 7 hours compared to the reference gas chromatography method. This technique eliminates
chemical reactions, the need to manipulate hazardous materials, and minimizes waste generation and energy
consumption. NIRS spectra were collected in the range from 5708.26 to 5553.98 cm-1 for samples with molar
substitution from 1.18 to 2.14. Partial least squares regression was used, providing a RMSEC (root mean square error
of calibration) of 0.00363 and a RMSEP (root mean square error of prediction) of 0.0171.
Link
|