project-pareto
An Optimization Framework for Produced Water Management and Beneficial Reuse
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 2 DOI reference(s) in README -
○Academic publication links
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✓Committers with academic emails
3 of 25 committers (12.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (16.7%) to scientific vocabulary
Keywords
Repository
An Optimization Framework for Produced Water Management and Beneficial Reuse
Basic Info
- Host: GitHub
- Owner: project-pareto
- License: other
- Language: HTML
- Default Branch: main
- Homepage: https://pareto.readthedocs.io
- Size: 49.6 MB
Statistics
- Stars: 19
- Watchers: 3
- Forks: 32
- Open Issues: 30
- Releases: 18
Topics
Metadata Files
README.md

project-pareto
An Optimization Framework for Produced Water Management and Beneficial Reuse
Project Status
Getting started
For complete installation instructions, including developer install instructions, see the Getting Started page of the PARETO online documentation.
Quickstart (user install)
The recommended way to install Pareto is to use a dedicated Conda environment.
To install the latest stable release of PARETO, create and activate the Conda environment, then install PARETO using pip:
sh
conda create --yes -n pareto-env python=3.9
conda activate pareto-env
pip install project-pareto
idaes get-extensions --verbose
Resources for PARETO contributors
See the "For developers" pages in the PARETO GitHub Wiki.
How to Cite PARETO software
If you make use of PARETO software in your work, please cite the following article:
@article{PARETO_article,
author = {Drouven, Markus G. and Caldéron, Andres J. and Zamarripa, Miguel A. and Beattie, Keith},
title = {PARETO: An open-source produced water optimization framework},
journal = {Optimization and Engineering},
year = {2023},
volume = {24},
number = {3},
pages = {2229–2249},
doi = {https://doi.org/10.1007/s11081-022-09773-w},
}
You can also cite the latest release of PARETO software (currently 0.9.0) as follows:
@misc{PARETO_090,
author = {Shellman, Melody and Arnold, Travis and Bianchi, Ludovico and Shamlou, Elmira and Susarla, Naresh and Tominac, Philip and Pesce, Michael and Poon, Sarah and Beattie, Keith and Zamarripa, Miguel and Gunter, Dan and Drouven, Markus},
title = {PARETO 0.9.0 Release},
month = {November},
year = {2023},
note = {https://edx.netl.doe.gov/dataset/pareto-0-9-0-release}
}
Citation information for previous versions of PARETO software may be found on EDX.
Funding Acknowledgement
This work was conducted as part of the Produced Water Optimization Initiative, “Project PARETO”, with support through the Natural Gas & Oil Program within the U.S. Department of Energy’s Office of Fossil Energy and Carbon Management (FECM). For more information please see www.project-pareto.org.
Owner
- Name: project-pareto
- Login: project-pareto
- Kind: organization
- Repositories: 1
- Profile: https://github.com/project-pareto
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- name: "PARETO contributors"
title: "Produced Water Application for Beneficial Reuse, Environmental Impact and Treatment Optimization (PARETO)"
url: "https://github.com/project-pareto/project-pareto"
license-url: "https://github.com/project-pareto/project-pareto/blob/main/LICENSE.md"
identifiers:
- description: "OSTI archive of PARETO releases."
type: url
value: "https://www.osti.gov/search/semantic:pareto"
preferred-citation:
type: article
authors:
- family-names: "Drouven"
given-names: "Markus G"
- family-names: "Caldéron"
given-names: "Andrés J"
- family-names: "Zamarripa"
given-names: "Miguel A"
- family-names: "Beattie"
given-names: "Keith"
title: "PARETO: An open-source produced water optimization framework"
journal: "Optimization and Engineering"
publisher: "Springer Science and Business Media LLC"
volume: 24
number: 3
pages: 2229–2249
year: 2022
doi: "http://dx.doi.org/10.1007/s11081-022-09773-w"
GitHub Events
Total
- Create event: 3
- Release event: 2
- Issues event: 8
- Watch event: 2
- Issue comment event: 21
- Push event: 8
- Pull request review event: 8
- Pull request event: 14
- Fork event: 4
Last Year
- Create event: 3
- Release event: 2
- Issues event: 8
- Watch event: 2
- Issue comment event: 21
- Push event: 8
- Pull request review event: 8
- Pull request event: 14
- Fork event: 4
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| melody-shellman | m****n@o****m | 156 |
| tarnold17 | t****7@g****m | 70 |
| Ludovico Bianchi | l****i@l****v | 67 |
| Andres Calderon | a****9@h****m | 59 |
| Andres Calderon | c****a@a****e | 44 |
| drouvenm | m****n@n****v | 43 |
| NienkeWagenaar | 5****r | 42 |
| MichaelPesce | m****e@g****m | 42 |
| Naresh Susarla | s****n@a****e | 29 |
| Naresh Susarla | n****a@n****v | 24 |
| Yash Puranik | y****k@a****m | 21 |
| Keith Beattie | k****e@l****v | 17 |
| ElmiraShamlou | e****u@k****m | 15 |
| Ruud Wagemaker | r****w@O****m | 13 |
| Miguel Zamarripa | m****z@n****v | 9 |
| Philip Tominac | p****c@k****m | 8 |
| JavalVyas2000 | 7****0 | 7 |
| bduffieldKL | b****d@k****m | 3 |
| Miguel.Zamarripa-Perez@netl.doe.gov | z****m@a****e | 3 |
| Sakshi | 7****9 | 2 |
| Huidae Cho | g****u@g****m | 2 |
| Arsh Bhatia | 1****1 | 2 |
| Dan Gunter | d****r@l****v | 1 |
| Sourabh Kumar Choudhary | 6****t | 1 |
| Tominapa | 6****a | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 83
- Total pull requests: 151
- Average time to close issues: 6 months
- Average time to close pull requests: about 1 month
- Total issue authors: 12
- Total pull request authors: 20
- Average comments per issue: 1.55
- Average comments per pull request: 1.86
- Merged pull requests: 123
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 2
- Pull requests: 14
- Average time to close issues: 24 days
- Average time to close pull requests: 4 days
- Issue authors: 1
- Pull request authors: 5
- Average comments per issue: 0.5
- Average comments per pull request: 0.57
- Merged pull requests: 9
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- melody-shellman (20)
- tarnold17 (17)
- drouvenm (15)
- lbianchi-lbl (13)
- Andresj89 (6)
- ksbeattie (2)
- dangunter (2)
- pulsipher (2)
- Tominapa (2)
- apd-lyang (1)
- NienkeWagenaar (1)
- MAZamarripa (1)
Pull Request Authors
- tarnold17 (33)
- lbianchi-lbl (25)
- Andresj89 (22)
- JavalVyas2000 (18)
- drouvenm (18)
- ksbeattie (16)
- melody-shellman (13)
- ElmiraShamlou (9)
- HuidaeCho (7)
- MAZamarripa (6)
- arshb11 (6)
- Sakshi21299 (5)
- MichaelPesce (2)
- dangunter (2)
- bduffieldKL (2)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2 composite
- sphinxdoc/sphinx-latexpdf latest build
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- black ==22.3.0 development
- myst-parser * development
- nbsphinx * development
- pre-commit ==2.16. development
- pytest ==6.2. development
- pytest-cov * development
- sphinx * development
- sphinx_rtd_theme * development
- for *
- idaes-pse *
- kaleido *
- openpyxl *
- pandas ==1.2.
- plotly ==5.11.0
- pyomo >=6.2
- requests *