Water pollution accidents occur frequently, and timely acquisition of relevant parameters of pollution source is needed to carry out emergency treatment. This paper presents a new method of two-dimensional instantaneous point source parameters inversion based on least square method. Firstly, the analytical solution of two-dimensional instantaneous point source is used to generate the observed data of hypothetical examples. Then the proposed method is used to process the observed data, and the parameters such as pollutant emission position and time, emission intensity and longitudinal dispersion coefficient are obtained. This paper explores the influence of observation data errors on the inversion results, as well as the influence of the number of monitoring points. The results show that the method can get the source parameters and key hydrodynamic parameters of two-dimensional instantaneous point source simultaneously. The inversion results are less affected by the errors of the observed data; the number of observation data also has an effect on the inversion results, but the effect is not significant; this method can be used in practice.
Key words
influence of the numbel of monitoring points /
least squares method /
parameter inversion /
two-dimensional instantaneous point source /
water pollution accident
{{custom_keyword}} /
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
References
[1]袁进学.研究水污染现状及水环境管理对策[J].智能城市,2018,4(24):113-114.
[2]刘晓东,姚琪,薛红琴.环境水力学反问题研究进展[J].水科学进展,2009,20(6):885-893.
[3]金忠青,陈夕庆.用脉冲谱-优化法求解对流-扩散方程源项控制反问题[J].河海大学学报,1992(2):1-8.
[4]金忠青,陈夕庆.用脉冲谱-优化法求解对流-扩散方程边界条件控制反问题[J].河海大学学报,1991(1):1-8.
[5]WANGER B J. Simultaneous parameter estimation and contaminant source characterization for coupled groundwater flow and contaminant transport modelling[J]. Journal of Hydrology (Amsterdam), 1992, 135(1-4):0-303.
[6]闵涛,周孝德,张世梅,等.对流-扩散方程源项识别反问题的遗传算法[J].水动力学研究与进展(A辑),2004(4):520-524.
[7]闵涛, 刘相国, 张海燕,等. 二维稳态对流-扩散方程参数反演的迭代算法[J]. 水动力学研究与进展, 2007,22(6):744-752.
[8]SINGH R M, DATTA B. Identification of groundwater pollution sources using GA-based Linked Simulation Optimization Model [J]. Journal of Hydrologic Engineering, 2006,11(2).
[9]朱嵩, 刘国华, 毛根海,等. 利用贝叶斯推理估计二维含源对流扩散方程参数[J]. 四川大学学报(工程科学版), 2008,40(2):38-43.
[10]吴一亚,金文龙,吴云波,等.宽浅河道瞬时源源项反问题及反演精度主要影响因子分析[J].水资源保护,2015,31(5):58-61.
[11]陈媛华,王鹏,姜继平,等.基于相关系数优化法的河流突发污染源项识别[J].中国环境科学,2011,31(11):1 802-1 807.