PARETO
An Optimization Framework for Produced Water Management and Beneficial Reuse.
https://github.com/project-pareto/project-pareto
Category: Natural Resources
Sub Category: Water Supply and Quality
Keywords
idaesplus pse
Keywords from Contributors
process-modeling chemical-engineering process-systems-engineering idaes-pse foqus
Last synced: about 19 hours ago
JSON representation
Repository metadata
An Optimization Framework for Produced Water Management and Beneficial Reuse
- Host: GitHub
- URL: https://github.com/project-pareto/project-pareto
- Owner: project-pareto
- License: other
- Created: 2021-06-08T17:18:11.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2025-03-28T20:35:06.000Z (30 days ago)
- Last Synced: 2025-04-10T12:53:33.305Z (17 days ago)
- Topics: idaesplus, pse
- Language: HTML
- Homepage: https://pareto.readthedocs.io
- Size: 49.6 MB
- Stars: 19
- Watchers: 3
- Forks: 30
- Open Issues: 29
- Releases: 18
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
- Citation: CITATION.cff
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:
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.
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"
Owner metadata
- Name: project-pareto
- Login: project-pareto
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/84409573?v=4
- Repositories: 1
- Last ynced at: 2023-03-05T07:22:39.650Z
- Profile URL: https://github.com/project-pareto
GitHub Events
Total
- Create event: 3
- Release event: 2
- Issues event: 8
- Watch event: 1
- Issue comment event: 21
- Push event: 8
- Pull request review event: 8
- Pull request event: 13
- Fork event: 2
Last Year
- Create event: 3
- Release event: 2
- Issues event: 8
- Watch event: 1
- Issue comment event: 21
- Push event: 8
- Pull request review event: 8
- Pull request event: 13
- Fork event: 2
Committers metadata
Last synced: 7 days ago
Total Commits: 681
Total Committers: 25
Avg Commits per committer: 27.24
Development Distribution Score (DDS): 0.771
Commits in past year: 119
Committers in past year: 10
Avg Commits per committer in past year: 11.9
Development Distribution Score (DDS) in past year: 0.639
| 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 |
| [email protected] | 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:
- keylogic.com: 3
- netl.doe.gov: 3
- ad.science: 3
- lbl.gov: 3
- ortec.com: 2
- aimpointdigital.com: 1
Issue and Pull Request metadata
Last synced: 2 days ago
Total issues: 112
Total pull requests: 203
Average time to close issues: 5 months
Average time to close pull requests: 28 days
Total issue authors: 12
Total pull request authors: 19
Average comments per issue: 1.54
Average comments per pull request: 1.74
Merged pull request: 168
Bot issues: 0
Bot pull requests: 0
Past year issues: 13
Past year pull requests: 24
Past year average time to close issues: 4 months
Past year average time to close pull requests: 20 days
Past year issue authors: 5
Past year pull request authors: 7
Past year average comments per issue: 1.08
Past year average comments per pull request: 1.13
Past year merged pull request: 21
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- drouvenm (28)
- melody-shellman (22)
- lbianchi-lbl (19)
- tarnold17 (19)
- Andresj89 (10)
- ksbeattie (4)
- NienkeWagenaar (2)
- dangunter (2)
- pulsipher (2)
- Tominapa (2)
- apd-lyang (1)
- MAZamarripa (1)
Top Pull Request Authors
- Andresj89 (40)
- lbianchi-lbl (33)
- drouvenm (31)
- tarnold17 (21)
- melody-shellman (16)
- ksbeattie (14)
- MAZamarripa (12)
- JavalVyas2000 (9)
- ElmiraShamlou (5)
- HuidaeCho (4)
- bduffieldKL (3)
- Sakshi21299 (3)
- arshb11 (3)
- NienkeWagenaar (2)
- nareshsusarla (2)
Top Issue Labels
- Priority:Normal (59)
- Priority:High (41)
- enhancement (35)
- bug (16)
- backlog (13)
- Priority:Low (12)
- Jupyter Notebook (6)
- documentation (5)
- tests (4)
- operational model (3)
- Treatment (3)
- UI (1)
- pre-commit (1)
Top Pull Request Labels
- Priority:High (96)
- Priority:Normal (93)
- enhancement (72)
- bug (22)
- documentation (8)
- tests (6)
- binary files changes (5)
- backlog (2)
- operational model (1)
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2 composite
- sphinxdoc/sphinx-latexpdf latest build
- addheader * development
- 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 *
Score: 7.090076835776092