Datasets: 100 Heat Pumps, Simulation - Raw, 3+1 Data Points

DOI

This data set serves as training data for modeling the temperature field emanating from several open loop groundwater heat pumps (one hundred heat pumps, randomly placed). It is simulated with Pflotran and saved in h5 format. The data set contains 3 data points, each consisting of one simulation run until a near steady state is reached. Each data point measures 12.8 x 12.8 km with 2560 x 2560 cells. Additionally, there is one data point of 25.6 x 25.6 km of the same resolution for scaling tests. The varying parameter of the data set is the heterogeneous permeability with a fixed minimum and maximum. 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 8549bbd9e22d2) with arguments given in inputs/args.yaml.

Identifier
DOI https://doi.org/10.18419/darus-4156
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/darus-4156
Provenance
Creator Pelzer, Julia ORCID logo
Publisher DaRUS
Contributor Pelzer, Julia; Schulte, Miriam
Publication Year 2024
Funding Reference DFG EXC 2075 - 390740016
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Pelzer, Julia (Universität Stuttgart); Schulte, Miriam (Universität Stuttgart)
Representation
Resource Type Dataset
Format application/octet-stream; text/plain; application/x-hdf5; image/png; image/svg+xml
Size 489; 505; 8880; 179946; 86962; 5891; 4288; 7; 5; 6; 8; 31; 68; 78645248; 314574848; 30; 125; 75; 812081655; 3414708494; 87394; 182114; 250; 150; 6815766696; 1703958696; 4977; 4685; 574176; 741149; 427353; 528355; 130945; 10273131; 9812036; 214686; 571861; 131; 78; 5780; 378; 444; 2523; 140047; 68367; 6090; 159459; 76716
Version 1.0
Discipline Chemistry; Construction Engineering and Architecture; Earth and Environmental Science; Engineering; Engineering Sciences; Environmental Research; Geosciences; Natural Sciences