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Real-Time FTIR-ATR Spectroscopy for Monitoring Ethanolysis: Spectral Evaluation, Regression Modelling, and Molecular
Jakub Husar1, Lubomir Sanek1, Jiri Pecha1
1Faculty of Applied Informatics, Tomas Bata University in Zlin, Nad Stranemi 4511, 760 05 Zlin, Czech Republic.
This study introduces a new method for real-time monitoring of biodiesel production using Fourier transform infrared spectroscopy (FTIR) and linear regression models. This approach allows for efficient process control and ensures compliance with EU regulations for ester content.
Area of Science:
- Chemical Engineering
- Analytical Chemistry
- Process Monitoring
Background:
- Rising demand for biodiesel necessitates efficient industrial-scale reaction monitoring.
- Existing methods for monitoring ethanolysis lack real-time capability and simplicity.
- Accurate online monitoring is crucial for optimizing transesterification and ensuring product quality.
Purpose of the Study:
- To develop a straightforward online monitoring system for the ethanolysis reaction in biodiesel production.
- To enable real-time assessment of reaction progress without sample pretreatment.
- To validate the system's performance under diverse industrial reaction conditions.
Main Methods:
- Development of simple linear regression (SLR) and multiple linear regression (MLR) models.
- Utilizing Fourier transform infrared spectroscopy (FTIR) with a continuous flow cell for data acquisition.
- Employing gas chromatography (GC) as the reference method for reaction mixture characterization.
- Correlation analysis to identify relevant spectral regions for regression modeling.
Main Results:
- Achieved real-time ethanolysis monitoring using FTIR and linear regression models.
- Demonstrated SLR performance comparable to complex partial least squares (PLS) regression (RMSEP = 2.11).
- Validated the system across a range of temperatures (40-60 °C) and catalyst concentrations (0.25-1.0% NaOH).
Conclusions:
- The developed online monitoring system provides an efficient and accurate method for tracking biodiesel ethanolysis.
- The system effectively identifies dynamic process changes and confirms compliance with EU ester content regulations.
- This approach offers a practical solution for real-time quality control in industrial biodiesel production.
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