Dataset: Single Heat Pump Simulation - Raw, 1000 Data Points

This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. 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 100 m x 1280 m with 20 x 256 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.

本数据集作为模拟地下水热泵温度场建模的训练数据。该数据集通过Pflotran进行模拟，并以h5格式保存。数据集包含1000个数据点，每个数据点包含一次模拟运行，直至达到近稳态。每个数据点测量面积为100米x1280米，由20x256个单元格组成。数据集的变量参数包括压力和渗透率，两者在数据点内部保持恒定，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，均选取与实际情况尽可能接近的值。数据来源：《慕尼黑大都市区第四纪和近地表第三纪地下水导水条件》，收录于《巴伐利亚地质学》第122卷。数据生成采用Pflotran的数据生成脚本（版本号94daf52），输入参数详见inputs/args.yaml。