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Part 1: Document Description
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Citation |
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Title: |
Dataset: Single Heat Pump Simulation - Raw, 100 Data Points |
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Identification Number: |
doi:10.18419/darus-3649 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2023-09-06 |
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Version: |
1 |
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Bibliographic Citation: |
Pelzer, Julia, 2023, "Dataset: Single Heat Pump Simulation - Raw, 100 Data Points", https://doi.org/10.18419/darus-3649, DaRUS, V1 |
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Citation |
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Title: |
Dataset: Single Heat Pump Simulation - Raw, 100 Data Points |
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Identification Number: |
doi:10.18419/darus-3649 |
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Authoring Entity: |
Pelzer, Julia (Universität Stuttgart) |
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Grant Number: |
EXC 2075 - 390740016 |
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Distributor: |
DaRUS |
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Access Authority: |
Pelzer, Julia |
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Access Authority: |
Schulte, Miriam |
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Depositor: |
Pelzer, Julia |
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Date of Deposit: |
2023-07-31 |
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Holdings Information: |
https://doi.org/10.18419/darus-3649 |
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Study Scope |
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Keywords: |
Computer and Information Science, Earth and Environmental Sciences, Open Loop, Groundwater, Heat Pump |
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Abstract: |
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 100 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. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. |
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Identification Number: |
10.1016/j.geoen.2024.212788 |
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Bibliographic Citation: |
Pelzer, Julia, and Miriam Schulte. "Efficient two-stage modeling of heat plume interactions of geothermal heat pumps in shallow aquifers using convolutional neural networks." Geoenergy Science and Engineering (2024): 212788. |
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permeability_values.txt |
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pflotran.h5 |
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