Dataset: Two Heat Pumps Simulation - Raw, 1000 Data Points

This data set serves as training data for modelling the temperature field emanating from two groundwater heat pumps (one fixed, one randomly placed). It is simulated with Pflotran and saved in h5 format. It contains 1000 data points, each consisting of one simulation run until a near steady state is reached. Each datapoint measures 1250 m x 2560 m with 250 x 512 cells. The varying parameters of the data set are pressure and permeability. Both are constant within a data point, but vary across the data set. Other parameters that define the data set, such as porosity, are chosen to be as close as possible to reality. Source: "Die hydraulischen Grundwasserverhältnisse des quartären und des oberflächennahen tertiären Grundwasserleiters im Großraum München", Geologica Bavarica Volume 122. Generated with scripts from Dataset generation with Pflotran (commit 94daf52) with arguments given in inputs/args.yaml.

本数据集作为构建来自两台地下水热泵（一台固定，一台随机放置）所辐射温度场模型的训练数据。该数据通过 Pflotran 模拟生成，并以 h5 格式保存。数据集包含 1000 个数据点，每个数据点代表一次模拟运行，直至接近稳态。每个数据点的测量范围为 1250 米 x 2560 米，划分为 250 x 512 个单元格。数据集的变动参数为压力和渗透率，这两个参数在每个数据点内保持恒定，但在数据集范围内有所变化。定义数据集的其他参数，如孔隙率，被选定为尽可能接近现实。数据来源：《慕尼黑大区域第四纪及近地表第三纪地下水水力条件》，收录于《巴伐利亚地质学报》第 122 卷。数据生成采用 Pflotran 数据集生成脚本（commit 94daf52），输入参数由 inputs/args.yaml 文件提供。