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 1.13.173

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 1.13.173
File Size Uploaded
power_grid_model-1.13.173.tar.gz 1.6 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for power-grid-model 1.13.173
File
power_grid_model-1.13.173-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details
power_grid_model-1.13.173-py3-none-musllinux_1_2_x86_64.whl Python 3 none Linux musl 1.2+ x86-64 Details
power_grid_model-1.13.173-py3-none-musllinux_1_2_aarch64.whl Python 3 none Linux musl 1.2+ ARM64 Details
power_grid_model-1.13.173-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl Python 3 none Linux glibc 2.26+ x86-64, Linux glibc 2.28+ x86-64 Details
power_grid_model-1.13.173-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl Python 3 none Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
power_grid_model-1.13.173-py3-none-macosx_13_0_x86_64.whl Python 3 none macOS 13.0+ x86-64 Details
power_grid_model-1.13.173-py3-none-macosx_13_0_arm64.whl Python 3 none macOS 13.0+ ARM64 Details

Total release size: 21.7 MB

Release files / power_grid_model-1.13.173.tar.gz

Download URL power_grid_model-1.13.173.tar.gz
Size 1.6 MB
Tags Source
SHA-256 checksum
How to use checksums
6635f4846d078caa644dca9bfd3d2a4b0d19ae74a9dbff0bb6674334418bf09b
BLAKE2b-256 checksum
How to use checksums
2bff5d063ccacb0cc9f3ba49d75aa8abb50c25a4bb890f83d34f1f7959e15759
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-win_amd64.whl

Download URL power_grid_model-1.13.173-py3-none-win_amd64.whl
Size 927.3 kB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
48451648edc9f83beb3d36b58b0fb3d6be8224b3016de2e234bcc8df863d407a
BLAKE2b-256 checksum
How to use checksums
38498a2a1d6ccbfc9e8151fade3ff6c003ce6278061342ae2e4a5cff1d0a6e7f
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-musllinux_1_2_x86_64.whl

Download URL power_grid_model-1.13.173-py3-none-musllinux_1_2_x86_64.whl
Size 4.1 MB
Tags Linux musl 1.2+ x86-64 Python 3
SHA-256 checksum
How to use checksums
2064c0e541b775f6a3677d651b37be1ab8715d47ce2383970896f09e838b6010
BLAKE2b-256 checksum
How to use checksums
f8a00bd3908325627cf92252fc24ff99ddce4086b123486bf5d0c74a651dd63a
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-musllinux_1_2_aarch64.whl

Download URL power_grid_model-1.13.173-py3-none-musllinux_1_2_aarch64.whl
Size 3.9 MB
Tags Linux musl 1.2+ ARM64 Python 3
SHA-256 checksum
How to use checksums
008eaa64a86962ba60c522044ae2a44eaf3a65074f0de35496f1fe29d819d991
BLAKE2b-256 checksum
How to use checksums
9e08f85491a10e3591416fe7526b35b27080d6cbb8f7bd03409c017fe71ac124
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl

Download URL power_grid_model-1.13.173-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
454683e9d7970f9fd9916b2b4f1d451858c80a33545f9ef2677de2ed440c7d2c
BLAKE2b-256 checksum
How to use checksums
5bf8043f12522b96a87b3a74b7c797529263a942aa21e400905d4536872e220e
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL power_grid_model-1.13.173-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size 3.1 MB
Tags Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 Python 3
SHA-256 checksum
How to use checksums
2829491942dfdfa74847a0283e407170f348cec3345a2cd2e22f750c5ea7c1af
BLAKE2b-256 checksum
How to use checksums
60cc17d441995a885a37b1da5de3b7ec9f57207377a6f43f214d45457e70bb68
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-macosx_13_0_x86_64.whl

Download URL power_grid_model-1.13.173-py3-none-macosx_13_0_x86_64.whl
Size 2.5 MB
Tags Python 3 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
0919ca3eeed01771d54086e09a001cd528974b71973a749ff224f81eafd82679
BLAKE2b-256 checksum
How to use checksums
d598cbcbf532aeacc6a03c3b5f81338fef6b70c3005f76551a1e2ef02b042bfe
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 23, 2026.

Transparency log

Release files / power_grid_model-1.13.173-py3-none-macosx_13_0_arm64.whl

Download URL power_grid_model-1.13.173-py3-none-macosx_13_0_arm64.whl
Size 2.2 MB
Tags Python 3 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
933e3c6f48298bee998d8c9d2ad00d1c170325d5868c827181734c0f3f189927
BLAKE2b-256 checksum
How to use checksums
18682f91d6af55cff3b56df07f232b1d4c18b9654bab8a91021c2815af41100a
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 23, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

1.13.173 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