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Optimising a monitoring network for groundwater pollution using stochastic simulation and a cost model

机译:利用随机仿真优化地下水污染监测网络及成本模型

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A method is presented to design monitoring networks for detecting groundwater pollution at industrial sites. The goal is to detect the pollution at some distance from the site's boundary so that it can be cleaned up or hydrologically contained before contaminating groundwater outside the site. The method seeks a balance between the risk of pollution and network density. The design approach takes account of uncertainty in the flow field by simulating realisations of conductivity, groundwater head and associated flow fields, using geostatistical simulation and a groundwater flow model. The realisations are conditioned to conductivity and head observations that may already be present on the site. The result is an ensemble of flow fields that is further analysed using a particle track program. From this the probability of missing a contaminant plume originating anywhere on the terrain can be estimated for a given network. From this probability follows the risk, i.e. the expected costs of an undetected pollution. The total costs of the monitoring strategy are calculated by adding the risk of pollution to the costs of installing and maintaining the monitoring wells and the routinely performed chemical analyses. By repeating this procedure for networks of varying well numbers, the best network is chosen as the one that minimises total cost. The method is illustrated with a simulated example showing the added worth of exploratory wells for characterising hydraulic conductivity of a site.
机译:提出了一种设计用于检测工业部位地下水污染的监控网络。目标是在距离网站边界的一定距离处检测污染,以便在污染地下水以外的地下水之前清理或水文化。该方法寻求污染风险与网络密度之间的平衡。使用地统计模拟和地下水流模型,通过模拟导电性,地下水头和相关流场的实现来考虑流场中的不确定性。该实现被调节到可能已经存在于网站上的电导率和头部观测。结果是使用粒子轨道程序进一步分析的流场的集合。从这种情况下,可以估计给定网络估计源自在地形上的任何地方的污染羽流的概率。从这种概率遵循风险,即未被发现的污染的预期成本。通过将污染风险与安装和维护监测井的成本增加以及常规进行的化学分析来计算监测策略的总成本。通过重复对不同井数的网络的该程序,选择最佳网络作为最小化总成本的网络。该方法用模拟示例说明,示出了用于表征位点的液压导率的额外价值的探索性孔。

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