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.

Metadata

Release files for power-grid-model 1.13.202

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 1.13.202
File Size Uploaded Provenance
power_grid_model-1.13.202.tar.gz 1.7 MB With provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for power-grid-model 1.13.202
File
power_grid_model-1.13.202-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details
power_grid_model-1.13.202-py3-none-musllinux_1_2_x86_64.whl Python 3 none Linux musl 1.2+ x86-64 Details
power_grid_model-1.13.202-py3-none-musllinux_1_2_aarch64.whl Python 3 none Linux musl 1.2+ ARM64 Details
power_grid_model-1.13.202-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-1.13.202-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-1.13.202-py3-none-macosx_13_0_x86_64.whl Python 3 none macOS 13.0+ x86-64 Details
power_grid_model-1.13.202-py3-none-macosx_13_0_arm64.whl Python 3 none macOS 13.0+ ARM64 Details

Total release size: 22.4 MB

Release files / power_grid_model-1.13.202.tar.gz

Download URL power_grid_model-1.13.202.tar.gz
Size 1.7 MB
Tags Source
SHA-256 checksum
How to use checksums
9020f9bf5aacb4705c71cd61e070675ff40ee74e75c4cdbf42ff22aacfa00153
BLAKE2b-256 checksum
How to use checksums
9948a4fc9658bda8b436aa8b1a59193aca67752c9ca02762fa80fa595247c9ea
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-win_amd64.whl

Download URL power_grid_model-1.13.202-py3-none-win_amd64.whl
Size 953.7 kB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
fccfb1bcc2f898159c7b534b3072de7f14aab5e6c130bbe429d85ca114131e6b
BLAKE2b-256 checksum
How to use checksums
0d8bf2b262bfb11bc1219cd821bd7ecf9a51282880072569509a98c1ccc990af
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-musllinux_1_2_x86_64.whl

Download URL power_grid_model-1.13.202-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
e064ded6d615aae0b90695727136abd422e6c0100c2050facd982b1259afbfb5
BLAKE2b-256 checksum
How to use checksums
fdfd3daf2f6ab128a7672eb112d1d4ecc3458af9881ab792924f6981090bb8cc
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-musllinux_1_2_aarch64.whl

Download URL power_grid_model-1.13.202-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
bcd90f0450d5e2ae22bb5a2697db73c2e384d54d35a7edfe50a9b37f8be10a32
BLAKE2b-256 checksum
How to use checksums
5ab28f050357337a4c36c72e9202a1cd6f9a946247dd398df4201db86a8c5a84
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl

Download URL power_grid_model-1.13.202-py3-none-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl
Size 3.5 MB
Tags Linux glibc 2.26+ x86-64 Linux glibc 2.28+ x86-64 Python 3
SHA-256 checksum
How to use checksums
e4004f0421862044aa9e7ce0f01f92603543a1b5423fa04f4dcbada5bade7bda
BLAKE2b-256 checksum
How to use checksums
eda2cb2b59f8d16a5ab525fe0cb9fb784e641440c6438ac712cecb37f7f86ecf
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL power_grid_model-1.13.202-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
c0d92ef070d2170e1894d008d163961db9578e19753ef6ad59896d3e0583746d
BLAKE2b-256 checksum
How to use checksums
02654912d6993cf4e46d8ecfa3c14937e4133701f5cd0ae005687bab65b11b28
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-macosx_13_0_x86_64.whl

Download URL power_grid_model-1.13.202-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
271c50f72dc3ab373ffc49088381917f0bb32341798ad204134c4c1dbf1e0c5d
BLAKE2b-256 checksum
How to use checksums
21514ec30bf643cb320dac874d0c3c25e3c9bee273c834496f4bd3fe70e19242
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 Oct 21, 2026.

Transparency log

Release files / power_grid_model-1.13.202-py3-none-macosx_13_0_arm64.whl

Download URL power_grid_model-1.13.202-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
43a9cbba8e344b9dd3bca7b4141b56e6b9ac0557ae042e659defb66c748d434f
BLAKE2b-256 checksum
How to use checksums
a855f59e418a0205142cb1989978c2ac568364e12412ccbd1bca4f33446474f2
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 Oct 21, 2026.

Transparency log

Security for power-grid-model 1.13.202

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.

Full provenance

All 8 files in this release have been uploaded with provenance metadata.

Select from 8 files

Attestation for power_grid_model-1.13.202.tar.gz

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 Oct 21, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Release history Release notifications | RSS feed

This release

1.13.202 This release

8 release files Full provenance

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