power-grid-model-ds

Data Science toolkit for Power Grid Model

https://github.com/powergridmodel/power-grid-model-ds

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 5 DOI reference(s) in README
✓
Academic publication links
Links to: zenodo.org
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Committers with academic emails
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (8.3%) to scientific vocabulary

Keywords from Contributors

interactive gaia powersystem packaging vision excel network-simulation hacking autograding embedded

Last synced: 6 months ago · JSON representation ·

Repository

Data Science toolkit for Power Grid Model

Basic Info

Host: GitHub
Owner: PowerGridModel
License: mpl-2.0
Language: Python
Default Branch: main
Homepage: https://power-grid-model-ds.readthedocs.io/en/stable/
Size: 1.51 MB

Statistics

Stars: 21
Watchers: 3
Forks: 5
Open Issues: 10
Releases: 43

Created about 1 year ago · Last pushed 7 months ago

Metadata Files

Readme License Citation

Power Grid Model Data Science (DS)

The Power Grid Model DS project extends the capabilities of the power-grid-model calculation core with a modelling and simulation interface. This is aimed at building data science software applications related to or using the power-grid-model project. It defines a Grid dataclass which manages the consistency of the complete network.

Some highlighted features:

Using a model definition that corresponds to the power-grid-model, through which it is easy to do efficient grid calculations.
The extended numpy model provides features which make development more pleasant and easy.
Using the graph representation of the network, graph algorithms in rustworkx can be used to analyze the network.
An interface to model network mutations which is useful in simulation use-cases.
Visualization for easy exploration and debugging.

Grid Visualisation

See the power-grid-model-ds documentation for more information.

Installation

Pip

pip install power-grid-model-ds

License

This project is licensed under the Mozilla Public License, version 2.0 - see LICENSE for details.

Licenses third-party libraries

This project includes third-party libraries, which are licensed under their own respective Open-Source licenses. SPDX-License-Identifier headers are used to show which license is applicable. The concerning license files can be found in the LICENSES directory.

Contributing

Please read CODEOFCONDUCT and CONTRIBUTING for details on the process for submitting pull requests to us.

Citations

If you are using Power Grid Model DS in your research work, please consider citing our library using the following references.

bibtex @software{Schouten_PowerGridModel_power-grid-model-ds, author = {Schouten, Jaap and Baaijen, Thijs and Koppen, Vincent and van der Voort, Sven and {Contributors to the LF Energy project Power Grid Model}}, doi = {10.5281/zenodo.14825565}, license = {MPL-2.0}, title = {{PowerGridModel/power-grid-model-ds}}, url = {https://github.com/PowerGridModel/power-grid-model-ds} } @software{Xiang_PowerGridModel_power-grid-model, author = {Xiang, Yu and Salemink, Peter and van Westering, Werner and Bharambe, Nitish and Govers, Martinus G.H. and van den Bogaard, Jonas and Stoeller, Bram and Wang, Zhen and Guo, Jerry Jinfeng and Figueroa Manrique, Santiago and Jagutis, Laurynas and Wang, Chenguang and van Raalte, Marc and {Contributors to the LF Energy project Power Grid Model}}, doi = {10.5281/zenodo.8054429}, license = {MPL-2.0}, title = {{PowerGridModel/power-grid-model}}, url = {https://github.com/PowerGridModel/power-grid-model} } @inproceedings{Xiang2023, author = {Xiang, Yu and Salemink, Peter and Stoeller, Bram and Bharambe, Nitish and van Westering, Werner}, booktitle={27th International Conference on Electricity Distribution (CIRED 2023)}, title={Power grid model: a high-performance distribution grid calculation library}, year={2023}, volume={2023}, number={}, pages={1089-1093}, keywords={}, doi={10.1049/icp.2023.0633} }

Contact

Please read SUPPORT for how to connect and get into contact with the Power Grid Model project.

Owner

Name: Power Grid Model
Login: PowerGridModel
Kind: organization
Email: dynamic.grid.calculation@alliander.com
Location: Netherlands

Repositories: 1
Profile: https://github.com/PowerGridModel

Steady-state distribution power system analysis

Citation (CITATION.cff)

# SPDX-FileCopyrightText: Contributors to the Power Grid Model project <powergridmodel@lfenergy.org>
#
# SPDX-License-Identifier: MPL-2.0

cff-version: 1.2.0
message: "If you are using Power Grid Model DS in your research work, please consider citing our library as below."

title: "PowerGridModel/power-grid-model-ds"
url: "https://github.com/PowerGridModel/power-grid-model-ds"
doi: "10.5281/zenodo.14825565"
license: "MPL-2.0"
authors:
  - family-names: "Schouten"
    given-names: "Jaap"
    email: Jaap.Schouten@Alliander.com
    affiliation: "Alliander"
  - family-names: "Baaijen"
    given-names: "Thijs"
    email: Thijs.Baaijen@Alliander.com
    affiliation: "Alliander"
  - family-names: "Koppen"
    given-names: "Vincent"
    email: Vincent.Koppen@Alliander.com
  - family-names: "Voort"
    name-particle: "van der"
    given-names: "Sven"
    email: Sven.van.der.Voort@Alliander.com
  - name: "Contributors to the LF Energy project Power Grid Model"
contact:
  - name: "LF Energy project Power Grid Model"
    email: "powergridmodel@lists.lfenergy.org"

references:
  - title: "PowerGridModel/power-grid-model"
    repository-code: "https://github.com/PowerGridModel/power-grid-model"
    doi: "10.5281/zenodo.8054429"
    license: "MPL-2.0"
    type: software-code
    authors:
      - family-names: "Xiang"
        given-names: "Yu"
        email: "Tony.Xiang@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0001-5889-0067"
      - family-names: "Salemink"
        given-names: "Peter"
        email: "Peter.Salemink@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Westering"
        name-particle: "van"
        given-names: "Werner"
        email: Werner.van.Westering@Alliander.com
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0002-4058-2581"
      - family-names: "Bharambe"
        given-names: "Nitish"
        email: "Nitish.Bharambe@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0009-0007-9694-6077"
      - family-names: "Govers"
        given-names: "Martinus G.H."
        email: "Martijn.Govers@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0009-0008-6890-8353"
      - family-names: "Bogaard"
        name-particle: "van den"
        given-names: "Jonas"
        email: "Jonas.van.den.Bogaard@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Stoeller"
        given-names: "Bram"
      - family-names: "Wang"
        given-names: "Zhen"
        email: "Zhen.Wang@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0003-4317-6455"
      - family-names: "Guo"
        given-names: "Jerry Jinfeng"
        email: "Jerry.Jinfeng.Guo@hotmail.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0002-8065-4084"
      - family-names: "Figueroa Manrique"
        given-names: "Santiago"
        email: "Santiago.Figueroa.Manrique@Alliander.com"
        affiliation: "Alliander" 
      - family-names: "Jagutis"
        given-names: "Laurynas"
        email: "Laurynas.Jagutis@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Wang"
        given-names: "Chenguang"
        email: "Chenguang.Wang@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Raalte"
        name-particle: "van"
        given-names: "Marc"
        email: "Marc.van.Raalte@Alliander.com"
        affiliation: "Alliander"
      - name: "Contributors to the LF Energy project Power Grid Model"

  - title: "Power grid model: A high-performance distribution grid calculation library"
    doi: "10.1049/icp.2023.0633"
    authors:
      - family-names: "Xiang"
        given-names: "Yu"
        email: Tony.Xiang@Alliander.com
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0001-5889-0067"
      - family-names: "Salemink"
        given-names: "Peter"
        email: Peter.Salemink@Alliander.com
        affiliation: "Alliander"
      - family-names: "Stoeller"
        given-names: "Bram"
      - family-names: "Bharambe"
        given-names: "Nitish"
        email: Nitish.Bharambe@Alliander.com
        affiliation: "Alliander"
        orcid: "https://orcid.org/0009-0007-9694-6077"
      - family-names: "Westering"
        name-particle: "van"
        given-names: "Werner"
        email: Werner.van.Westering@Alliander.com
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0002-4058-2581"
    conference:
      name: "CIRED 2023 - The 27th International Conference and Exhibition on Electricity Distribution"
    type: conference-paper
    year: 2023
    volume: 2023
    pages: "1-5"

  - title: "PowerGridModel/power-grid-model-io"
    repository-code: "https://github.com/PowerGridModel/power-grid-model-io"
    doi: "10.5281/zenodo.8059257"
    license: "MPL-2.0"
    type: software-code
    authors:
      - family-names: "Xiang"
        given-names: "Yu"
        email: "Tony.Xiang@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0001-5889-0067"
      - family-names: "Salemink"
        given-names: "Peter"
        email: "Peter.Salemink@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Bharambe"
        given-names: "Nitish"
        email: "Nitish.Bharambe@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0009-0007-9694-6077"
      - family-names: "Govers"
        given-names: "Martinus G.H."
        email: "Martijn.Govers@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0009-0008-6890-8353"
      - family-names: "Bogaard"
        name-particle: "van den"
        given-names: "Jonas"
        email: "Jonas.van.den.Bogaard@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Stoeller"
        given-names: "Bram"
      - family-names: "Wang"
        given-names: "Zhen"
        email: "Zhen.Wang@Alliander.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0003-4317-6455"
      - family-names: "Guo"
        given-names: "Jerry Jinfeng"
        email: "Jerry.Jinfeng.Guo@hotmail.com"
        affiliation: "Alliander"
        orcid: "https://orcid.org/0000-0002-8065-4084"
      - family-names: "Figueroa Manrique"
        given-names: "Santiago"
        email: "Santiago.Figueroa.Manrique@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Jagutis"
        given-names: "Laurynas"
        email: "Laurynas.Jagutis@Alliander.com"
        affiliation: "Alliander"
      - family-names: "Wang"
        given-names: "Chenguang"
        email: "Chenguang.Wang@Alliander.com"
        affiliation: "Alliander"
      - name: "Contributors to the LF Energy project Power Grid Model"

GitHub Events

Total

Create event: 90
Issues event: 20
Release event: 31
Watch event: 19
Delete event: 44
Issue comment event: 190
Public event: 1
Push event: 188
Pull request review comment event: 82
Pull request review event: 123
Pull request event: 109
Fork event: 4

Last Year

Create event: 90
Issues event: 20
Release event: 31
Watch event: 19
Delete event: 44
Issue comment event: 190
Public event: 1
Push event: 188
Pull request review comment event: 82
Pull request review event: 123
Pull request event: 109
Fork event: 4

Committers

Last synced: 9 months ago

All Time

Total Commits: 43
Total Committers: 10
Avg Commits per committer: 4.3
Development Distribution Score (DDS): 0.628

Past Year

Commits: 43
Committers: 10
Avg Commits per committer: 4.3
Development Distribution Score (DDS): 0.628

Top Committers

Name	Email	Commits
Thijs Baaijen	1****s	16
Vincent Koppen	5****n	7
Jaap Schouten	5****r	7
Martijn Govers	m**s@h**m	6
Peter Salemink	6****5	2
dependabot[bot]	4****]	1
Santiago Figueroa Manrique	f**5@g**m	1
Marnix van Lieshout	4****t	1
Jonas van den Bogaard	3****o	1
Irena Dukovska	4****k	1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 18
Total pull requests: 115
Average time to close issues: 5 days
Average time to close pull requests: 7 days
Total issue authors: 6
Total pull request authors: 11
Average comments per issue: 0.33
Average comments per pull request: 1.03
Merged pull requests: 86
Bot issues: 0
Bot pull requests: 3

Past Year

Issues: 18
Pull requests: 115
Average time to close issues: 5 days
Average time to close pull requests: 7 days
Issue authors: 6
Pull request authors: 11
Average comments per issue: 0.33
Average comments per pull request: 1.03
Merged pull requests: 86
Bot issues: 0
Bot pull requests: 3

View more stats

Top Authors

Issue Authors

Thijss (11)
mgovers (3)
petersalemink95 (1)
figueroa1395 (1)
Bramtimm (1)
nitbharambe (1)

Pull Request Authors

Thijss (53)
jaapschoutenalliander (19)
mgovers (14)
vincentkoppen (13)
petersalemink95 (4)
dependabot[bot] (3)
MvLieshout (2)
figueroa1395 (2)
Jonasvdbo (2)
IrenaDk (2)
WhiteSymmetry (1)

Top Labels

Issue Labels

feature (7) improvement (6) bug (4)

Pull Request Labels

documentation (10) next-minor-release (7) dependencies (5) bug (5) improvement (4) v1.1 (4) do-not-merge (1) github_actions (1)

Dependencies

.github/workflows/build-test-and-sonar.yml actions

SonarSource/sonarqube-scan-action v4 composite
actions/checkout v4 composite
actions/download-artifact v4 composite
actions/setup-python v5 composite
actions/upload-artifact v4 composite
softprops/action-gh-release v2 composite

.github/workflows/check-blocking-labels.yml actions

.github/workflows/check-code-quality.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite

.github/workflows/dco-merge-group.yml actions

.github/workflows/nightly.yml actions

.github/workflows/reuse-compliance.yml actions

actions/checkout v4 composite
fsfe/reuse-action v5 composite

pyproject.toml pypi

numpy >=1.21
power-grid-model >=1.7
rustworkx >= 0.15.1

setup.py pypi

.github/workflows/citations.yml actions

actions/checkout v4 composite
dieghernan/cff-validator v4 composite

power-grid-model-ds

Science Score: 67.0%

Keywords from Contributors

Repository

Basic Info

Statistics

Metadata Files

README.md

Power Grid Model Data Science (DS)

Installation

Pip

License

Licenses third-party libraries

Contributing

Citations

Contact

Owner

Citation (CITATION.cff)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Dependencies