Comparison of Methods for Assessing the Assimilation Capacity of the Kazakhstani Sector of the Ili River

IF 0.8 Q3 ENGINEERING, MULTIDISCIPLINARY Modelling and Simulation in Engineering Pub Date : 2021-08-05 DOI:10.1155/2021/9387827
A. Nurseitova, J. Jamalov, A. Azimov, D. Nurseitov, E. Tursunov
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Abstract

A mixed inverse problem for determining the biochemical oxygen demand of water ( L 0 ) and the rate of biochemical oxygen consumption ( k 0 ), which are important indicators of water quality, has been formulated and numerically solved based on real experimental data. The inverse problem is reduced to the optimization problem consisting in minimization of the deviation of the calculated values from the experimental data, which is solved numerically using the Nelder–Mead method (zero order) and the gradient method (first order). A number of examples of processing both model experimental data and field experimental data provided by hydrological stations monitoring pollutants in the Kazakhstani part of the Ili River basin are presented. A mathematical model that adequately describes the processes in the river system has been constructed.
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伊犁河哈萨克斯坦段同化能力评估方法比较
针对水质的重要指标——水生化需氧量(l0)和生化耗氧量(k0),提出了一个混合反问题,并根据实际实验数据进行了数值求解。将反问题简化为计算值与实验数据偏差最小的优化问题,采用零阶Nelder-Mead法和一阶梯度法对其进行数值求解。介绍了处理伊犁河流域哈萨克斯坦部分监测污染物的水文站提供的模型实验数据和现场实验数据的一些例子。建立了一个能充分描述水系过程的数学模型。
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来源期刊
Modelling and Simulation in Engineering
Modelling and Simulation in Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
2.70
自引率
3.10%
发文量
42
审稿时长
18 weeks
期刊介绍: Modelling and Simulation in Engineering aims at providing a forum for the discussion of formalisms, methodologies and simulation tools that are intended to support the new, broader interpretation of Engineering. Competitive pressures of Global Economy have had a profound effect on the manufacturing in Europe, Japan and the USA with much of the production being outsourced. In this context the traditional interpretation of engineering profession linked to the actual manufacturing needs to be broadened to include the integration of outsourced components and the consideration of logistic, economical and human factors in the design of engineering products and services.
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