geothermal_osr (Energy Predictor for Geothermal Open Source Reservoir) [SWR-22-23]

RESOURCE

Abstract

This is a repository with the tools developed for predicting energy produced at Open-Source Reservoir (OSR). It includes both simulation data for OSR, as well as Jupyter notebooks for training and evaluating prediction models. OSR was constructed based on the data from Brady Hot Springs reservoir (Nevada, USA) but has a number of sufficiently modified characteristics and does not disclose any sensitive data.
Developers:
Duplyakin, Dmitry [1] Beckers, Koenraad [1] Martin, Michael [1] Johnston, Henry [1] Siler, Drew [2]
  1. National Renewable Energy Lab. (NREL), Golden, CO (United States)
  2. US Geological Survey
Release Date:
2022-01-13
Project Type:
Open Source, Publicly Available Repository
Software Type:
Scientific
Programming Languages:
JUPYTER NOTEBOOK
Licenses:
BSD 3-clause "New" or "Revised" License
Sponsoring Org.:
Code ID:
71965
Site Accession Number:
NREL SWR-22-23
Research Org.:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
U.S. Geological Survey
Country of Origin:
United States

RESOURCE

Citation Formats

Duplyakin, Dmitry, Beckers, Koenraad, Martin, Michael, Johnston, Henry, and Siler, Drew. geothermal_osr (Energy Predictor for Geothermal Open Source Reservoir) [SWR-22-23]. Computer Software. https://github.com/NREL/geothermal_osr. USDOE Office of Energy Efficiency and Renewable Energy (EERE), Renewable Power Office. Geothermal Technologies Office. 13 Jan. 2022. Web. doi:10.11578/dc.20220324.1.
Duplyakin, Dmitry, Beckers, Koenraad, Martin, Michael, Johnston, Henry, & Siler, Drew. (2022, January 13). geothermal_osr (Energy Predictor for Geothermal Open Source Reservoir) [SWR-22-23]. [Computer software]. https://github.com/NREL/geothermal_osr. https://doi.org/10.11578/dc.20220324.1.
Duplyakin, Dmitry, Beckers, Koenraad, Martin, Michael, Johnston, Henry, and Siler, Drew. "geothermal_osr (Energy Predictor for Geothermal Open Source Reservoir) [SWR-22-23]." Computer software. January 13, 2022. https://github.com/NREL/geothermal_osr. https://doi.org/10.11578/dc.20220324.1.
@misc{ doecode_71965,
title = {geothermal_osr (Energy Predictor for Geothermal Open Source Reservoir) [SWR-22-23]},
author = {Duplyakin, Dmitry and Beckers, Koenraad and Martin, Michael and Johnston, Henry and Siler, Drew},
abstractNote = {This is a repository with the tools developed for predicting energy produced at Open-Source Reservoir (OSR). It includes both simulation data for OSR, as well as Jupyter notebooks for training and evaluating prediction models. OSR was constructed based on the data from Brady Hot Springs reservoir (Nevada, USA) but has a number of sufficiently modified characteristics and does not disclose any sensitive data.},
doi = {10.11578/dc.20220324.1},
url = {https://doi.org/10.11578/dc.20220324.1},
howpublished = {[Computer Software] \url{https://doi.org/10.11578/dc.20220324.1}},
year = {2022},
month = {jan}
}