河流突发性水污染事故溯源技术

Weihong Liao, Zhiguo Gan, Jiabiao Wang, Hezhen Zheng
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引用次数: 1

摘要

突发性水污染事故溯源技术可用于快速、准确地识别河流污染源。基于水动力计算和前向浓度概率密度与后向位置概率密度的耦合关系,建立了以污染源位置和释放时间为参数的关联优化模型;采用差分进化算法(DEA)实现模型的求解。耦合概率密度法是将突发性水污染事故的可追溯性转化为两个最小值的优化。该方法原理简单,求解方便,实现了污染源参数的解耦。在差分进化算法中引入梯度的概念,提高了搜索过程的效率。将提出的溯源方法应用于三峡工程应急示范工程。结果表明,该模型具有良好的溯源效率和较高的仿真精度,溯源结果对河流突发性水污染事件的应急调控具有一定的指导意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Traceability Technology for Sudden Water Pollution Accidents in Rivers
The traceability technology for sudden water pollution accidents can be used for fast, accurate identification of a pollution source in the river. A correlation optimization model with the pollution source position and release time as its parameters is established based on hydrodynamic calculation and on the coupling relationship between forward concentration probability density and backward position probability density; and the solution of the model is realized by using a differential evolution algorithm (DEA). A coupled probability density method is to convert the traceability of a sudden water pollution accident into the optimization of two minimum values. This method is simple in principle and easy in solution, realizing the decoupling of parameter of the pollution source. The concept of gradient is introduced to the differential evolution algorithm, improving the efficiency of searching process. The proposed method of traceability was applied to the emergency demonstration project of the SNWDMRP. The results indicate that the model has good efficiency of traceability and high simulation precision and that traceability results have a certain guiding significance to the emergent regulation and control of sudden water pollution events in a river.
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来源期刊
自引率
0.00%
发文量
4294
期刊介绍: "South-to-North Water Transfers and Water Science and Technology" was founded in 2003, mainly publishing papers on water science, water engineering, water resources, water environment, water management, etc. The journal currently has the following columns: hydrology and water resources, ecology and environment, high-quality development of follow-up projects of South-to-North Water Transfers and construction of national water network, ecological protection and high-quality development of the Yellow River Basin, flood disasters and response, "dual carbon" and water conservancy technology, efficient utilization of agricultural water and soil resources, hydrogeology and engineering geology, etc. The journal is now a Chinese core journal; a source journal for Chinese scientific and technological papers (Chinese core journals); a source journal for the Chinese Science Citation Database (CSCD); and a Chinese core academic journal (A) of RCCSE.
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