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.<br>
Source: "Die hydraulischen Grundwasserverhältnisse des quartären und des oberflächennahen tertiären Grundwasserleiters im Großraum München", Geologica Bavarica Volume 122. <br>
Generated with scripts from <a href="https://github.com/JuliaPelzer/Dataset-generation-with-Pflotran">Dataset generation with Pflotran</a> (commit 94daf52) with arguments given in inputs/args.yaml.

该数据集用作地下水热泵温度场建模的训练数据。它通过Pflotran模拟生成，并以h5格式存储。数据集包含1000个数据点，每个数据点对应一次模拟运行，直至达到近稳态。每个数据点的空间范围为100米×1280米，划分为20×256个单元格。数据集中的可变参数为压力和渗透率，二者在单个数据点内保持恒定，但在整个数据集中存在差异。定义数据集的其他参数（如孔隙度）均尽可能接近实际情况。