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Modeling and optimization of seawater intrusion barriers in Southern California coastal plain.

机译:南加州沿海平原的海水入侵屏障的建模和优化。

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Injection well barriers are a common means of mitigating seawater intrusion where freshwater is injected underground to build up local water pressure adjacent to the coastline. This dissertation investigates the seawater intrusion problem at one of three barriers operating in Los Angeles County, the Alamitos Barrier Project. A three-dimensional finite element general-purpose model is adopted to solve the coupled groundwater flow and mass transport equations. A brief validation phase is conducted comparing simulation model output with a published semianalytical solution of the modified Henry's problem. Observation well data from 1992 to 2002 are used to build the model, develop initial and boundary conditions, produce heterogeneous hydraulic conductivity fields for each aquifer, and calibrate the dominant transport parameters. A modified kriging technique called natural-neighbor-kriging is applied to estimate the heterogeneous conductivity field for each aquifer. Next, two management problems are investigated using the calibrated simulation model. In the first management problem the simulation model is linked with a continuous gradient-based optimization solver, MINOS, to minimize the amount of injected water subject to nonlinear constraints on head and concentration. The simulation-optimization model is compared with concurrent operation over the calibration period-of-record and results showed that model performance is superior when the number of decision variables is limited to ten wells or less. In the second management problem the calibrated simulation model is linked with a genetic algorithm (GA) to identify optimal locations for new barrier wells. The GA selects locations for new wells and calls the simulation model to evaluate the performance of the new injection well configuration quantified with one of two fitness functions considered, one hydraulically based and one transport based. Results infer that the transport criteria resulted in superior well placement in terms of preventing future chloride seepage. Finally, the impact of installing a physical barrier parallel to the coast is examined by model modification and further simulation. The physical barrier, a bentonite clay grout curtain, is represented by simply reducing the hydraulic conductivity of elements in the topmost R Aquifer. Results show that the impacts to the state variables are minimal, and the maximum variation is concentrated near the center of the physical barrier with virtually no impact predicted at the hydraulic barrier.
机译:注入井壁垒是缓解海水入侵的一种常用方法,在该方法中,将淡水注入地下以在海岸线附近建立局部水压。本文研究了阿拉米托斯屏障项目在洛杉矶县运营的三个屏障之一中的海水入侵问题。采用三维有限元通用模型求解地下水渗流与传质方程。进行了一个简短的验证阶段,将仿真模型输出与已发布的修改后的亨利问题的半解析解进行比较。使用1992年至2002年的观测井数据建立模型,开发初始条件和边界条件,为每个含水层产生非均质的水力传导率场并校准主要的输运参数。一种称为自然邻域克里格法的改进克里格法技术可用于估算每个含水层的非均质电导率场。接下来,使用校准的仿真模型研究了两个管理问题。在第一个管理问题中,模拟模型与基于连续梯度的优化求解器MINOS链接,以最小化注入水量,该水量受到水头和浓度的非线性约束。将模拟优化模型与校准记录期间的并发操作进行了比较,结果表明,当决策变量的数量限制为十口井或更少时,模型性能优异。在第二个管理问题中,将经过校准的模拟模型与遗传算法(GA)链接在一起,以识别新障碍井的最佳位置。遗传算法选择新井的位置,并调用模拟模型来评估新注入井配置的性能,该配置通过考虑的两个适应度函数之一(基于液压和传输)之一进行量化。结果表明,在防止将来氯化物渗漏方面,运输标准导致了较好的井位布置。最后,通过模型修改和进一步仿真来检验平行于海岸安装物理屏障的影响。物理屏障,膨润土灌浆帷幕,可以通过简单地降低最顶层R Aquifer中元素的水力传导率来表示。结果表明,对状态变量的影响最小,最大变化集中在物理屏障的中心附近,而在液压屏障处几乎没有预测到影响。

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