描述非封闭含水层衰退流的模糊有限元解决方案

IF 3.1 Q2 WATER RESOURCES Hydrology Pub Date : 2024-03-30 DOI:10.3390/hydrology11040047
Christos Tzimopoulos, K. Papadopoulos, N. Samarinas, B. Papadopoulos, C. Evangelides
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引用次数: 0

摘要

本研究提出了一种新的模糊有限元法(FEM)数值解决方案,用于描述非承压含水层中的退水流。一般来说,衰退流和排水问题可以用非线性布森斯克方程来描述,而引入的水力参数(电导率 K 和孔隙度 S)由于各种原因(如空间分布、人为误差等)而具有很大的不确定性。考虑到这些参数普遍缺乏实地测量数据,而且在实地尺度上存在一定的空间变异性,因此采用了一种模糊方法,将问题的不确定性包括在内,并克服了地面实况数据缺失的缺点。采用新的近似模糊有限元数值解法来解决整个问题,从而得到一个清晰的边界值问题系统。为了证明新模糊有限元的有效性和效率,对所提出的方法和其他著名的、经过测试的近似方法进行了比较分析。结果表明,所提出的有限元数值解法与卡拉丁数值解法在脆性情况下的结果一致,并且与 Boussinesq 于 1904 年提出的原始分析解法接近,绝对误差减小到 4.6‰。此外,还应用了可能性理论,使灌溉、排水和水资源项目的工程师和设计人员能够获得水力特性(如水位、出流量)方面的知识,并为合理和富有成效的工程研究做出正确决策。
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Fuzzy Finite Elements Solution Describing Recession Flow in Unconfined Aquifers
In this work, a novel fuzzy FEM (Finite Elements Method) numerical solution describing the recession flow in unconfined aquifers is proposed. In general, recession flow and drainage problems can be described by the nonlinear Boussinesq equation, while the introduced hydraulic parameters (Conductivity K and Porosity S) present significant uncertainties for various reasons (e.g., spatial distribution, human errors, etc.). Considering the general lack of in situ measurements for these parameters as well as the certain spatial variability that they present in field scales, a fuzzy approach was adopted to include the problem uncertainties and cover the disadvantage of ground truth missing data. The overall problem is encountered with a new approximate fuzzy FEM numerical solution, leading to a system of crisp boundary value problems. To prove the validity and efficiency of the new fuzzy FEM, a comparative analysis between the proposed approach and other well-known and tested approximations was carried out. According to the results, the proposed FEM numerical solution agrees with Karadinumerical method for the crisp case and is in close agreement with the original analytical solution proposed by Boussinesq in 1904 with the absolute reduced error to be 4.6‰. Additionally, the possibility theory is applied, enabling the engineers and designers of irrigation, drainage, and water resources projects to gain knowledge of hydraulic properties (e.g., water level, outflow volume) and make the right decisions for rational and productive engineering studies.
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来源期刊
Hydrology
Hydrology Earth and Planetary Sciences-Earth-Surface Processes
CiteScore
4.90
自引率
21.90%
发文量
192
审稿时长
6 weeks
期刊介绍: Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences, including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology, hydrogeology and hydrogeophysics. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, ecohydrology, geomorphology, soil science, instrumentation and remote sensing, data and information sciences, civil and environmental engineering are within scope. Social science perspectives on hydrological problems such as resource and ecological economics, sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site. Studies focused on urban hydrological issues are included.
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