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    <subfield code="a">Mathematical modelling of  advection-diffusion-reaction in  ethanol production /</subfield>
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    <subfield code="a">Ethanol produced through fermentation is one of the renewable energies that can be an  alternative to conventional fossil fuel energy. However, high-volume ethanol production process is difficult to comprehend and expensive to operate. Therefore, in-depth research  is required for optimal outcomes. Utilising a kinetic model is one of the most convenient  method to experiment with the production of high-volume ethanol. However, the  development of a practical kinetic model requires careful consideration of numerous  factors. In addition, previous research has shown that the agitation parameters in the tank  also have an impact on ethanol production. This study aimed to provide a solution  strategy for modelling and simulation of agitation in the tank by extending and enhancing  the kinetic model. In order to gain a deeper understanding of ethanol production, stability  analysis of the non-dimensional model and parameter analysis were performed. In this  system of mathematical equations, three stability points were found. In the meantime, the  parameter analysis revealed only one parameter with positive effects and eight parameters  that will hinder the ethanol fermentation process. This study additionally studied the  impact of particle movement on the process of ethanol fermentation. The incorporation  of particle movement components led to the formation of three separate systems of partial  differential equations (PDEs), all of which were solved using the Finite Volume Method  (FVM). The addition of particle movement elements to the model demonstrated a  significant effect of advection-type movements on the ethanol production system. This  study also determined the best value for advection to optimise production. The  incorporation of fluid dynamics elements in the extended model of this study also allowed  for the investigation of the ethanol production system&#x2019;s agitator. The study found that the  increase in the area of the free surface vortex from agitation and the increase in agitator  speed reduce the volume of ethanol production. The analysis of the agitator&#x2019;s position  further revealed that agitation resulting in the production of a homogeneous solution  increases ethanol production. The findings of this study can result in better estimations  of ethanol production in agitated bioreactors and enhance understanding of particle  behaviour in ethanol production system through fermentation.</subfield>
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