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Monitoring the convection coefficient in fermentative processes using numerical methods
Priscila Marques da Paz1, Juliana de Oliveira2
1Department of Biological Sciences, Faculty of Sciences and Letter of Assis (FCLA), University of São Paulo State (UNESP), Av. Dom Antônio 2100, Assis, São Paulo, 19806-900, Brazil.
Monitoring thermodynamic variables during Saccharomyces cerevisiae fermentation of sugarcane juice using a numerical technique optimizes bioprocess performance. This method allows real-time control and ensures high-quality, high-performance fermentation.
Area of Science:
- Biotechnology
- Biochemical Engineering
- Thermodynamics
Background:
- Optimizing Saccharomyces cerevisiae fermentation is crucial for efficient bioprocesses.
- Monitoring thermodynamic variables provides insights into fermentation dynamics.
- Sugarcane juice fermentation presents unique challenges and opportunities for process control.
Purpose of the Study:
- To monitor thermodynamic variables during sugarcane juice fermentation by Saccharomyces cerevisiae.
- To develop and apply a numerical technique for optimizing bioprocess performance.
- To establish a method for real-time monitoring and control of fermentation parameters.
Main Methods:
- Experimental evaluation of fermentation performance using different yeast quantities and sugarcane juice dilutions.
- Monitoring temperature signals via thermal probes.
- Mathematical modeling and inverse problem reconstruction for parameter estimation.
- Regularization using the simplified method of least squares to determine the convection coefficient.
Main Results:
- Successfully monitored fermentation occurrence through temperature signal analysis.
- Determined optimal parameters for the numerical monitoring technique.
- Demonstrated the ability to control the convection coefficient within an actuation range.
- Achieved a high-quality and high-performance bioprocess.
Conclusions:
- The developed numerical technique effectively monitors sugarcane juice fermentation by Saccharomyces cerevisiae.
- Real-time monitoring of thermodynamic variables enables process optimization and control.
- This approach leads to enhanced bioprocess efficiency and product quality.
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