Skip to main content

Power Grid Model logo

PyPI version PyPI Downloads PyPI Downloads per month

Anaconda-Server Badge Anaconda-Server Platforms Anaconda-Server Downloads

License: MPL2.0 OpenSSF Best Practices DOI

CI Build docs Nightly build

Quality Gate Status Coverage Maintainability Rating Reliability Rating Security Rating Vulnerabilities

Power Grid Model

power-grid-model is a library for steady-state distribution power system analysis distributed for Python and C. The core of the library is written in C++. Currently, it supports the following calculations:

  • Power Flow
  • State Estimation
  • Short Circuit

See the power-grid-model documentation for more information. For various conversions to the power-grid-model, refer to the power-grid-model-io repository. For an extended python interface to the the power-grid-model, refer to the power-grid-model-ds repository.

Want to be updated on the latest news and releases? Subscribe to the Power Grid Model mailing list by sending an (empty)
email to: powergridmodel+subscribe@lists.lfenergy.org

Installation

Install from PyPI

You can directly install the package from PyPI.

pip install power-grid-model

Install from Conda

If you are using conda, you can directly install the package from conda-forge channel.

conda install -c conda-forge power-grid-model

Build and install from Source

To install the library from source, refer to the Build Guide.

Examples

Please refer to Examples for more detailed examples for power flow and state estimation. Notebooks for validating the input data and exporting input/output data are also included.

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 CODE_OF_CONDUCT, CONTRIBUTING, PROJECT GOVERNANCE and RELEASE for details on the process for submitting pull requests to us.

Visit Contribute for a list of good first issues in this repo.

Citations

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

DOI

@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.

Release files for power-grid-model 1.13.182

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for power-grid-model 1.13.182
File Size Uploaded
power_grid_model-1.13.182.tar.gz 1.6 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for power-grid-model 1.13.182
File
power_grid_model-1.13.182-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details
power_grid_model-1.13.182-py3-none-musllinux_1_2_x86_64.whl Python 3 none Linux musl 1.2+ x86-64 Details
power_grid_model-1.13.182-py3-none-musllinux_1_2_aarch64.whl Python 3 none Linux musl 1.2+ ARM64 Details
power_grid_model-1.13.182-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl Python 3 none Linux glibc 2.28+ x86-64, Linux glibc 2.26+ x86-64 Details
power_grid_model-1.13.182-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl Python 3 none Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
power_grid_model-1.13.182-py3-none-macosx_13_0_x86_64.whl Python 3 none macOS 13.0+ x86-64 Details
power_grid_model-1.13.182-py3-none-macosx_13_0_arm64.whl Python 3 none macOS 13.0+ ARM64 Details

Total release size: 22.2 MB

Release files / power_grid_model-1.13.182.tar.gz

Download URL power_grid_model-1.13.182.tar.gz
Size 1.6 MB
Tags Source
SHA-256 checksum
How to use checksums
fae3cbee09e27085629ba244549d03c63afe4485a408fe14bd00e83d74c1bc5a
BLAKE2b-256 checksum
How to use checksums
15a524b592741eed52922039d2d70b43bac41e141e6562e9cd62d1ee86d14a19
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-win_amd64.whl

Download URL power_grid_model-1.13.182-py3-none-win_amd64.whl
Size 945.1 kB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
ffd5b4d7ceb7562002424c769d0d8eb56e5bc0d1a90804b350536e24396186ec
BLAKE2b-256 checksum
How to use checksums
457ceb95d06528bfe7868846ec74776c9497f66423afb3de48687d6a2baec539
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-musllinux_1_2_x86_64.whl

Download URL power_grid_model-1.13.182-py3-none-musllinux_1_2_x86_64.whl
Size 4.2 MB
Tags Linux musl 1.2+ x86-64 Python 3
SHA-256 checksum
How to use checksums
1c590432878709feb90faea4ff5ac100ab83cf9b15188866e69f3554a56bf057
BLAKE2b-256 checksum
How to use checksums
a55d14dfa9ec996e576587633285b56b2ddc0962a6ca575d04e7a669f957c716
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-musllinux_1_2_aarch64.whl

Download URL power_grid_model-1.13.182-py3-none-musllinux_1_2_aarch64.whl
Size 4.0 MB
Tags Linux musl 1.2+ ARM64 Python 3
SHA-256 checksum
How to use checksums
08f7314ba6ce609939c07980837335a5ce4ee543b851f3f12cb0ddc6d4985d60
BLAKE2b-256 checksum
How to use checksums
0c605d2c4841a66646591f433633662d4e46054bd599aaefe1f2097b772df97a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl

Download URL power_grid_model-1.13.182-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
Size 3.4 MB
Tags Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 Python 3
SHA-256 checksum
How to use checksums
ee6c1fea1ed9c3aaae2e22c1f755eec06f2c8dbc3f7ef5abd5b4f836b24487fe
BLAKE2b-256 checksum
How to use checksums
84f558bf948f83651292d1cf82d8a73f1ca44cef05f618dd33b2c7ee90724a3b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL power_grid_model-1.13.182-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 3.2 MB
Tags Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 Python 3
SHA-256 checksum
How to use checksums
29053503d3b5bcd8251369b4195d804c731684f1087dc2acd78399235ba03c39
BLAKE2b-256 checksum
How to use checksums
45137f2a2a61a2cede10ac69c007bcb6f12ac1b01efff06e33b5dfb45f63cf97
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-macosx_13_0_x86_64.whl

Download URL power_grid_model-1.13.182-py3-none-macosx_13_0_x86_64.whl
Size 2.6 MB
Tags Python 3 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
95d05c493e0e1e6e296c027c08d9643aa9719e017431e15ffa4be9ba71c1eaa2
BLAKE2b-256 checksum
How to use checksums
5e9592d8296fb4730f6181ab17a4fb1566391406d592fc2cd0c0445dc45e7673
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release files / power_grid_model-1.13.182-py3-none-macosx_13_0_arm64.whl

Download URL power_grid_model-1.13.182-py3-none-macosx_13_0_arm64.whl
Size 2.3 MB
Tags Python 3 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
e94784f3c1718c4c1090e3d2c6ff858b4f1e7eb315376b312d2ca1bf61cff64f
BLAKE2b-256 checksum
How to use checksums
9029f44ae2cdbc18a806bfee987a44e91e65089c57c639287fc82d1661a0cbb5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 29, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

1.13.182 This release

8 release files

1.13.9

7 release files

1.13.8

7 release files

1.13.7

7 release files

1.13.6

7 release files

1.13.5

7 release files

1.13.4

7 release files

1.13.0

7 release files

1.12.9

7 release files

1.12.8

7 release files

1.12.7

7 release files

1.12.6

7 release files

1.12.5

7 release files

1.12.4

7 release files

1.12.3

7 release files

1.12.2

7 release files

1.11.5

7 release files

1.11.4

7 release files

1.11.3

7 release files

1.11.2

7 release files

1.11.1

7 release files

1.11.0

7 release files

1.10.9

7 release files

1.10.8

7 release files

1.10.7

7 release files

1.10.6

7 release files

1.10.5

7 release files

1.10.4

7 release files

1.10.3

7 release files

1.10.2

7 release files

1.10.1

7 release files

1.10.0

7 release files

1.9.85

7 release files

1.9.84

7 release files

1.9.83

7 release files

1.9.82

7 release files

1.9.81

7 release files

1.9.80

7 release files

1.9.79

7 release files

1.9.78

7 release files

1.9.77

7 release files

1.9.76

7 release files

1.9.75

7 release files

1.9.74

7 release files

1.9.73

7 release files

1.9.72

7 release files

1.9.71

7 release files

1.9.70

7 release files

1.9.69

7 release files

1.9.68

7 release files

1.9.67

7 release files

1.9.55

7 release files

1.9.54

7 release files

1.9.53

7 release files

1.9.52

7 release files

1.9.51

7 release files

1.9.50

7 release files

1.9.49

7 release files

1.9.48

7 release files

1.9.47

7 release files

1.9.46

7 release files

1.9.45

7 release files

1.9.44

7 release files

1.9.43

7 release files

1.9.42

7 release files

1.9.41

7 release files

1.9.40

7 release files

1.9.39

7 release files

1.9.30

7 release files

1.9.29

7 release files

1.9.28

7 release files

1.9.27

7 release files

1.9.26

7 release files

1.9.25

7 release files

1.9.24

7 release files

1.9.23

7 release files

1.9.22

7 release files

1.9.21

7 release files

1.9.20

7 release files

1.9.13

7 release files

1.9.12

7 release files

1.9.11

7 release files

1.9.10

7 release files

1.9.9

7 release files

1.9.8

7 release files

1.9.7

7 release files

1.9.6

7 release files

1.9.5

7 release files

1.9.4

7 release files

1.9.3

7 release files

1.9.2

7 release files

1.9.1

7 release files

1.9.0

7 release files

1.8.9

7 release files

1.8.8

7 release files

1.8.7

7 release files

1.8.6

7 release files

1.8.5

7 release files

1.8.4

7 release files

1.8.3

7 release files

1.8.2

7 release files

1.8.1

7 release files

1.8.0

7 release files

1.7.78

7 release files

1.7.67

7 release files

1.7.66

7 release files

1.7.65

7 release files

1.7.64

7 release files

1.7.63

7 release files

1.7.62

7 release files

1.7.61

7 release files

1.7.60

7 release files

1.7.59

7 release files

1.7.58

7 release files

1.7.57

7 release files

1.7.56

7 release files

1.7.55

7 release files

1.7.54

7 release files

1.7.53

7 release files

1.7.52

7 release files

1.7.51

7 release files

1.7.50

7 release files

1.7.49

7 release files

1.7.44

7 release files

1.7.43

7 release files

1.7.42

7 release files

1.7.41

7 release files

1.7.40

7 release files

1.7.39

7 release files

1.7.38

7 release files

1.7.37

7 release files

1.7.36

7 release files

1.7.35

7 release files

1.7.29

7 release files

1.7.28

7 release files

1.7.27

7 release files

1.7.26

7 release files

1.7.25

7 release files

1.7.24

7 release files

1.7.23

7 release files

1.7.22

7 release files

1.7.21

7 release files

1.7.20

7 release files

1.7.19

7 release files

1.7.18

7 release files

1.7.17

7 release files

1.7.16

7 release files

1.7.15

7 release files

1.7.14

7 release files

1.7.13

7 release files

1.7.12

7 release files

1.7.9

7 release files

1.7.8

7 release files

1.7.7

7 release files

1.7.6

7 release files

1.7.5

7 release files

1.7.4

7 release files

1.7.3

7 release files

1.7.2

7 release files

1.7.1

7 release files

1.7.0

7 release files

1.6.67

7 release files

1.6.66

7 release files

1.6.65

7 release files

1.6.64

7 release files

1.6.59

7 release files

1.6.58

7 release files

1.6.57

7 release files

1.6.56

7 release files

1.6.55

7 release files

1.6.54

7 release files

1.6.53

7 release files

1.6.52

7 release files

1.6.51

7 release files

1.6.50

7 release files

1.6.49

7 release files

1.6.48

7 release files

1.6.43

7 release files

1.6.42

7 release files

1.6.41

7 release files

1.6.40

7 release files

1.6.39

7 release files

1.6.38

7 release files

1.6.37

7 release files

1.6.36

7 release files

1.6.34

7 release files

1.6.33

7 release files

1.6.32

7 release files

1.6.31

7 release files

1.6.30

7 release files

1.6.29

7 release files

1.6.28

7 release files

1.6.27

7 release files

1.6.26

7 release files

1.6.21

7 release files

1.6.20

7 release files

1.6.19

7 release files

1.6.18

7 release files

1.6.17

7 release files

1.6.16

7 release files

1.6.15

7 release files

1.6.14

7 release files

1.6.13

7 release files

1.6.12

7 release files

1.6.11

7 release files

1.6.10

7 release files

1.6.9

7 release files

1.6.8

7 release files

1.6.7

7 release files

1.6.6

7 release files

1.6.5

7 release files

1.6.4

7 release files

1.6.3

7 release files

1.6.2

7 release files

1.6.1

7 release files

1.6.0

7 release files

1.5.37

7 release files

1.5.36

7 release files

1.5.35

7 release files

1.5.34

7 release files

1.5.33

7 release files

1.5.32

7 release files

1.5.28

7 release files

1.5.27

7 release files

1.5.26

6 release files

1.5.25

7 release files

1.5.24

7 release files

1.5.23

7 release files

1.5.22

7 release files

1.5.21

7 release files

1.5.20

7 release files

1.5.19

7 release files

1.5.18

7 release files

1.5.17

7 release files

1.5.16

7 release files

1.5.15

7 release files

1.5.14

7 release files

1.5.13

7 release files

1.5.12

7 release files

1.5.11

7 release files

1.5.10

7 release files

1.5.9

7 release files

1.5.8

7 release files

1.5.7

7 release files

1.5.6

7 release files

1.5.5

7 release files

1.5.4

7 release files

1.5.3

7 release files

1.5.2

7 release files

1.5.1

7 release files

1.5.0

7 release files

1.4.89

7 release files

1.4.88

7 release files

1.4.87

7 release files

1.4.86

7 release files

1.4.85

7 release files

1.4.84

7 release files

1.4.83

7 release files

1.4.82

7 release files

1.4.81

7 release files

1.4.80

7 release files

1.4.79

7 release files

1.4.78

6 release files

1.4.77

6 release files

1.4.72

6 release files

1.4.71

6 release files

1.4.70

6 release files

1.4.69

6 release files

1.4.68

6 release files

1.4.67

6 release files

1.4.66

5 release files

1.4.63

5 release files

1.4.62

5 release files

1.4.61

5 release files

1.4.60

5 release files

1.4.59

5 release files

1.4.58

5 release files

1.4.57

5 release files

1.4.52

5 release files

1.4.51

5 release files

1.4.50

5 release files

1.4.49

5 release files

1.4.48

5 release files

1.4.43

5 release files

1.4.42

5 release files

1.4.41

5 release files

1.4.9

20 release files

1.4.7

20 release files

1.4.6

20 release files

1.4.5

20 release files

1.4.4

20 release files

1.4.3

20 release files

1.4.2

20 release files

1.4.1

20 release files

1.4.0

20 release files

1.3.59

9 release files

1.3.53

9 release files

1.3.42

9 release files

1.3.40

9 release files

1.3.30

9 release files

1.3.28

9 release files

1.3.26

9 release files

1.3.13

9 release files

1.3.8

9 release files

1.3.6

9 release files

1.3.5

9 release files

1.3.3

9 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page