Related Experiment Video
Updated: Jan 29, 2026

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression
Published on: November 8, 2019
Application of infrared spectroscopy as Process Analytics Technology (PAT) approach in biodiesel production process
Mohammad Babaei Rouchi1, Mohammadreza Khanmohammadi Khorrami1, Amir Bagheri Garmarudi1
1Chemistry Department, Faculty of Science, Imam Khomeini International University, Qazvin, Iran.
Abstract:
Process Analytical Technology means at-line collection of analytical information from the process when the reaction is in progress. Obtained information enables process engineers to better control the Critical Process Parameters and direct the reaction to desirable routs. Near-infrared spectroscopy due to its analytical features, as well as the high capability of automation, versatile sampling and spectral acquisition methods is a useful tool in process monitoring when coupled to chemometrics. The Multiple Scatter Correction preprocessing technique and Alternative Least Square method can extract spectral and concentration information of a reaction mixture simultaneously, were employed pairing with fiber optic Near-Infrared spectroscopy in 1000-2250 nm spectral region was employed to extract the analytical information from the biodiesel production process. The obtained output demonstrated appropriate results about the concentration and type of components during the process. The kinetics of the reaction was also studied using the obtained results and showed a three-stage kinetics with different rates.
Related Concept Videos
Information Processing Approach
Calibration Curves: Linear Least Squares
For data that follow a straight line, the standard method for fitting is the linear...
Infrared (IR) Spectroscopy: Overview
Different compounds display unique properties due to their...
Parallel Processing
Processes of Self-Presentation
Isothermal Processes
An ideal gas can also undergo isothermal expansion or compression.
For example, consider 1 mole of an ideal gas inside an isolated cylinder at initial volume V...

