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Control of Substance Concentrations in Natural and Artificial Aquatic Ecosystems in Problems of Management of Biosphere Compatible Technical Systems

机译:自然和人工生态系统中物质浓度控制生物圈兼容技术系统存在问题

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Purpose Motivated by applications in ecological tasks, this research considers the mathematical problem of the control of the Reaction-Convection-Diffusion Equation System. Such a mathematical problem appears in many engineering applications where as there is a need to describe and control dynamics of the reactants. In this study, two important implementations have been investigated: 1) the control problem of biogen dynamics in a bio-aeration tank and 2) the optimization of pollutant discharge into reservoirs that can be used in the water utilization systems management meeting the requirements of the biosphere-compatibility. Method The distinguishing features of our mathematical problem are as follows: the first is non-linearity of direct initial boundary problem for parabolic equations, which makes it difficult to use for operational environmental management; the second is that a control problem includes constraints on the state variables. The numerical solution of such problems is usually difficult and the questions of algorithms for such tasks are still unsolved. To solve problems mentioned above two techniques are suggested. To reduce the task, linearization of an aquatic ecosystem model is used, namely, the substitution of a direct problem by a problem in variations. Further, to escape constraints on the state variables, the method of G. Marchuk1 based on the adjoint approach is used. Results & Discussion Tasks control of substance concentrations in natural and artificial aquatic ecosystems, namely, in a bioaeration tank Reservoir, are formulated as mathematical models. This paper shows an algorithm to solve control problems of the tasks by reducing those to a linear optimization problem. As a consequence, this study presents the results of computational experiments and shows the efficiency of the algorithm for large-scale problems.
机译:本研究考虑了生态任务中的应用程序的目的,考虑了反应对流扩散方程系统的控制的数学问题。这种数学问题出现在许多工程应用中,因为需要描述和控制反应物的动态。在这项研究中,已经研究了两个重要的实施:1)生物曝气罐中的生物动力学控制问题和2)优化污染物排放到可用于符合要求的水资源系统管理中的水库生物圈兼容性。方法,我们数学问题的区别特征如下:首先是抛物线方程的直接初始边界问题的非线性,这使得难以用于操作环境管理;其次是控制问题包括对状态变量的约束。这些问题的数值解决方案通常很困难,并且这种任务的算法问题仍未解决。为了解决上述问题,提出了两种技术。为了减少任务,使用水生生态系统模型的线性化,即通过变化中的问题替代直接问题。此外,为了逃避状态变量对状态变量的约束,使用了基于伴随方法的G. Marchuk1的方法。结果与讨论对自然和人造水生生态系统中物质浓度的控制,即在生物储罐储层中,制定为数学模型。本文通过将那些降低到线性优化问题来解决任务控制问题的算法。因此,本研究提出了计算实验的结果,并显示了算法对大规模问题的效率。

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