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Mathematical model of CO 2 release during milk fermentation using natural kefir grains
Author(s) -
Goršek Andreja,
Ritonja Jožef,
Pečar Darja
Publication year - 2018
Publication title -
journal of the science of food and agriculture
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.782
H-Index - 142
eISSN - 1097-0010
pISSN - 0022-5142
DOI - 10.1002/jsfa.9001
Subject(s) - kefir , bioprocess , fermentation , process engineering , process (computing) , mathematics , carbon dioxide , chemistry , biochemical engineering , biological system , food science , computer science , chemical engineering , engineering , lactic acid , biology , organic chemistry , genetics , bacteria , operating system
BACKGROUND Milk fermentation takes place in the presence of various micro‐organisms, producing a variety of dairy products. The oldest of them is kefir, which is usually produced by the fermentation of milk with kefir grains. Carbon dioxide (CO 2 ), as one of the process products, also contributes to the characteristic flavor of kefir. The amount of CO 2 generated during fermentation depends on bioprocessing conditions and may change, which is not desirable at the industrial level. RESULTS In this study we developed a simplified mathematical model of CO 2 release in the milk‐fermentation process. An intuitive approach based on superposition and experimental analysis was used for the modeling. The chemical system studied was considered as a two‐input (temperature, rotational frequency of the stirrer) one‐output (CO 2 concentration) dynamic system. CONCLUSION Based on an analysis of CO 2 release transients in the case of non‐simultaneous stepwise changed input quantities, two differential equations were defined that describe the influence of the two input quantities on the output quantity. The simulation results were verified by experiments. The proposed model can be used for a comprehensive analysis of the process that is being studied and for the design and synthesis of advanced control systems, which will ensure a controlled CO 2 release at the industrial level. © 2018 Society of Chemical Industry