藻类--异养菌 "封闭微生态系统数学模型

V. Zalizniak, O. A. Zolotov
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引用次数: 0

摘要

本文提出了 "藻类-异养菌 "封闭微生态系统模型。数学模型为非线性常微分方程系统的考奇问题。在建立模型时,对藻类和细菌细胞的生物量特定增长率和特定死亡率始终采用李比希最小值定律。为了描述藻类和细菌利用底物的特定速率,使用了安德鲁模型(底物抑制)。假设藻类和细菌细胞的特定死亡率随着底物浓度的降低而增加。此外,还假定碳和氮是主要的生物元素,在系统中以矿物底物(CO2、NO2、NO3、NH4)和生物底物(蛋白质、脂类和碳水化合物)的形式存在。描述微生态系统元素浓度时间变化的数学模型是根据以下假设建立的:1)藻类和细菌细胞的化学计量系数在微生态系统的发展过程中保持不变;2)藻类和细菌对碳和氮的利用是独立进行的;3)藻类细胞在光合作用过程中产生的氧气完全满足藻类和细菌细胞对氧气的需求。为了验证所提出的模型,"Clorella vulgaris - Pseudomonas sp.和 "Scenedesmus obliquus - Pseudomonas sp. "微生态系统的实验数据。在实验室条件下对这些系统进行了研究,获得了静止状态下微生态系统的元素浓度。根据藻类和细菌生长动力学的实验数据,得出了描述生物元素具体利用率的函数参数。利用所提出的模型得出的静止状态下的生物量浓度与实验数据十分吻合。
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Mathematical Model of Closed Microecosystem “Algae – Heterotrophic Bacteria”
Model of closed microecosystem “algae - heterotrophic bacteria” is proposed in this paper. Mathematical model is the Cauchy problem for system of nonlinear ordinary differential equations. To develop the model the Liebig’s law of the minimum is consistently used for both specific rate of biomass growth and specific death rate of algae and bacteria cells. To describe the specific rate of substrate utilization by algae and bacteria the Andrew’s model (substrate inhibition) is used. It is assumed that specific death rate of algae and bacteria cells increases with decreasing substrate concentration. It is also assumed that carbon and nitrogen are main biogenic elements, and in the system they are in the form of mineral substrate (CO2, NO2, NO3, NH4) and biological substrate (proteins, lipids and carbohydrates). Mathematical model describing time variations in concentration of elements of microecosystem is formulated under the following assumptions: 1) stoichiometric coefficients of algae and bacteria cells are constant in the development of microecosystem; 2) utilization of carbon and nitrogen by algae and bacteria occurs independently; 3) oxygen produced by algae cells during photosynthesis completely covers the demand for oxygen for algae and bacteria cells. To verify the proposed model experimental data for microecosystems «Clorella vulgaris – Pseudomonas sp.» и «Scenedesmus obliquus – Pseudomonas sp.» are used. These systems were studied in laboratory conditions, and concentrations of elements of microecosystems in stationary state were obtained. Parameters of functions describing specific rate of utilization of biogenic elements were derived from experimental data for growth kinetics of algae and bacteria. Concentration of the biomass in stationary state obtained with the use of the proposed model is in reasonable agreement with experimental data.
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Mathematical Biology and Bioinformatics
Mathematical Biology and Bioinformatics Mathematics-Applied Mathematics
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1.10
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发文量
13
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