Easy SimAuto
An easy-to-use Power System Analysis Automation Platform atop PowerWorld's Simulator Automation Server.
https://github.com/mzy2240/ESA
Category: Energy Systems
Sub Category: Grid Analysis and Planning
Keywords
automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability
Last synced: about 3 hours ago
JSON representation
Repository metadata
Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)
- Host: GitHub
- URL: https://github.com/mzy2240/ESA
- Owner: mzy2240
- License: apache-2.0
- Created: 2019-10-08T21:37:23.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2025-01-16T22:58:54.000Z (11 months ago)
- Last Synced: 2025-12-01T10:36:19.734Z (24 days ago)
- Topics: automation, contingency-analysis, esa, graph-analysis, hpc, numba, numpy, pandas, power-flow, powersystem, powerworld, powerworld-simulator, python, pythran, simauto, simulator, simulator-automation-server, smart-grid, transient-stability
- Language: Python
- Homepage: https://mzy2240.github.io/ESA/
- Size: 1.79 MB
- Stars: 46
- Watchers: 4
- Forks: 14
- Open Issues: 16
- Releases: 15
-
Metadata Files:
- Readme: README.rst
- Contributing: contributing.md
- License: LICENSE
- Citation: CITATION.cff
README.rst
Easy SimAuto (ESA)
==================
.. image:: https://img.shields.io/pypi/v/esa.svg
:target: https://pypi.org/project/esa/
.. image:: https://img.shields.io/pypi/pyversions/esa.svg
:target: https://pypi.org/project/esa/
.. image:: https://img.shields.io/discord/1114563747651006524
:target: https://discord.gg/V9v8NRCT
.. image:: https://joss.theoj.org/papers/10.21105/joss.02289/status.svg
:target: https://doi.org/10.21105/joss.02289
.. image:: https://img.shields.io/pypi/l/esa.svg
:target: https://github.com/mzy2240/ESA/blob/master/LICENSE
.. image:: https://pepy.tech/badge/esa/month
:target: https://pepy.tech/project/esa
.. image:: https://img.shields.io/badge/coverage-100%25-brightgreen
:target: https://pypi.org/project/esa/
Easy SimAuto (ESA) is an easy-to-use Power System Analysis Automation
Platform atop PowerWorld's Simulator Automation Server (SimAuto).
ESA wraps all PowerWorld SimAuto functions, supports Auxiliary scripts,
provides helper functions to further simplify working with SimAuto and
also turbocharges with native implementation of SOTA algorithms. Wherever
possible, data is returned as Pandas DataFrames, making analysis a breeze.
ESA is well tested and fully `documented`_.
`Documentation`_
----------------
For quick-start directions, installation instructions, API reference,
examples, and more, please check out ESA's `documentation`_.
If you have your own copy of the ESA repository, you can also view the
documentation locally by navigating to the directory ``docs/html`` and
opening ``index.html`` with your web browser.
If you want to use ESA or SimAuto from julia, definitely check `EasySimauto.jl `__
for a julia wrapper of ESA.
Citation
--------
If you use ESA in any of your work, please use the citation below.
.. code:: latex
@article{ESA,
doi = {10.21105/joss.02289},
url = {https://doi.org/10.21105/joss.02289},
year = {2020},
publisher = {The Open Journal},
volume = {5},
number = {50},
pages = {2289},
author = {Brandon L. Thayer and Zeyu Mao and Yijing Liu and Katherine Davis and Thomas J. Overbye},
title = {Easy SimAuto (ESA): A Python Package that Simplifies Interacting with PowerWorld Simulator},
journal = {Journal of Open Source Software}
}
Installation
------------
Please refer to ESA's `documentation `__ for full, detailed installation
directions. In many cases, ESA can simply be installed by:
.. code:: bat
python -m pip install esa
Simulator Compatibility
-----------------------
Currently ESA supports PW Simulator V17, V18, V19, V20, V21, V22 and V23.
Testing Coverage
----------------
The ESA team works hard to ensure ESA is well tested, and we strive for
100% testing coverage (sometimes we cannot due to lack of specific add-ons). The table below shows the most up-to-date
testing coverage data for ESA, using `coverage
`__.
.. table:: ESA's testing coverage as of 2023-05-31 (Git commit: 7180cc9)
:widths: auto
:align: left
+-----------------+-------------------+-----------------+-----------------+--------------------+
| Name | Num. Statements | Missing Lines | Covered Lines | Percent Coverage |
+=================+===================+=================+=================+====================+
| esa/__init__.py | 2 | 0 | 2 | 100 |
+-----------------+-------------------+-----------------+-----------------+--------------------+
| esa/saw.py | 1206 | 2 | 1204 | 99.8342 |
+-----------------+-------------------+-----------------+-----------------+--------------------+
License
-------
`Apache License 2.0 `__
Contributing
------------
We welcome contributions! Please read ``contributing.md``.
.. _documentation: https://mzy2240.github.io/ESA/
.. _documented: https://mzy2240.github.io/ESA/
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Mao"
given-names: "Zeyu"
- family-names: "Thayer"
given-names: "Brandon"
- family-names: "Liu"
given-names: "Yijing"
title: "Easy SimAuto (ESA)"
version: 1.2.6
doi: 10.21105/joss.02289
date-released: 2022-02-20
url: "https://github.com/mzy2240/ESA"
preferred-citation:
type: article
authors:
- family-names: "Mao"
given-names: "Zeyu"
- family-names: "Thayer"
given-names: "Brandon"
- family-names: "Liu"
given-names: "Yijing"
- family-names: "Davis"
given-names: "Katherine"
- family-names: "Overbye"
given-names: "Thomas"
doi: "10.21105/joss.02289"
url: "https://doi.org/10.21105/joss.02289"
journal: "The Journal of Open Source Software"
title: "Easy SimAuto (ESA): A Python Package that Simplifies Interacting with PowerWorld Simulator"
volume: 5
number: 50
pages: 2289
year: 2020
Owner metadata
- Name: Zeyu Mao
- Login: mzy2240
- Email:
- Kind: user
- Description: Open-source enthusiast, power engineer, full-stack developer, and energy-sector researcher.
- Website: https://zeyumao.com
- Location: Houston, TX
- Twitter:
- Company: DRW
- Icon url: https://avatars.githubusercontent.com/u/18620336?u=51c6201a59ac7f27fffe77f8582688eb976a5e7c&v=4
- Repositories: 8
- Last ynced at: 2023-03-03T10:30:44.435Z
- Profile URL: https://github.com/mzy2240
GitHub Events
Total
- Watch event: 5
- Issue comment event: 1
- Push event: 1
- Pull request event: 3
- Fork event: 2
Last Year
- Watch event: 4
- Issue comment event: 1
- Push event: 1
- Pull request event: 3
- Fork event: 2
Committers metadata
Last synced: 19 days ago
Total Commits: 601
Total Committers: 12
Avg Commits per committer: 50.083
Development Distribution Score (DDS): 0.536
Commits in past year: 1
Committers in past year: 1
Avg Commits per committer in past year: 1.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| mzy2240 | m****y@g****m | 279 |
| Brandon Thayer | b****r@t****u | 234 |
| SmartJingJing123 | y****6@g****m | 58 |
| Zeyu Mao | z****o@d****m | 11 |
| faoh | 3****h | 6 |
| SanjanaKunkolienkar | 9****r | 5 |
| Daniel S. Katz | d****z@i****g | 3 |
| ThomasC_TT | t****n@t****u | 1 |
| Collin Heist | c****t@g****m | 1 |
| yiji21 | y****1@t****u | 1 |
| Wei Gao | w****o@d****u | 1 |
| CIR Overbye Group | c****p@E****u | 1 |
Committer domains:
- tamu.edu: 3
- ecelbr11519.engr.tamu.edu: 1
- du.edu: 1
- ieee.org: 1
- drwholdings.com: 1
Issue and Pull Request metadata
Last synced: 29 days ago
Total issues: 99
Total pull requests: 19
Average time to close issues: 24 days
Average time to close pull requests: 1 day
Total issue authors: 10
Total pull request authors: 10
Average comments per issue: 2.66
Average comments per pull request: 0.84
Merged pull request: 17
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 2
Past year average time to close issues: N/A
Past year average time to close pull requests: about 1 hour
Past year issue authors: 0
Past year pull request authors: 1
Past year average comments per issue: 0
Past year average comments per pull request: 1.0
Past year merged pull request: 2
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- blthayer (53)
- mzy2240 (33)
- faceb912 (3)
- SaeedNsh (2)
- Weifarers (2)
- BlueDrgonDude64 (2)
- weigao-123 (1)
- t-rob124 (1)
- abirchfield (1)
- MaxB25 (1)
Top Pull Request Authors
- blthayer (6)
- CollinHeist (2)
- faoh (2)
- BlueDrgonDude64 (2)
- mzy2240 (2)
- TanBendong (1)
- TThomas001 (1)
- weigao-123 (1)
- SmartJingJing123 (1)
- danielskatz (1)
Top Issue Labels
- enhancement (43)
- documentation (20)
- good first issue (9)
- bug (9)
- help wanted (7)
- question (5)
Top Pull Request Labels
- bug (1)
- documentation (1)
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 496 last-month
- Total dependent packages: 1 (may contain duplicates)
- Total dependent repositories: 1 (may contain duplicates)
- Total versions: 105
- Total maintainers: 1
proxy.golang.org: github.com/mzy2240/esa
- Homepage:
- Documentation: https://pkg.go.dev/github.com/mzy2240/esa#section-documentation
- Licenses: apache-2.0
- Latest release: v1.3.5 (published over 2 years ago)
- Last Synced: 2025-12-05T14:02:41.706Z (20 days ago)
- Versions: 27
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.395%
- Average: 5.576%
- Dependent repos count: 5.758%
proxy.golang.org: github.com/mzy2240/ESA
- Homepage:
- Documentation: https://pkg.go.dev/github.com/mzy2240/ESA#section-documentation
- Licenses: apache-2.0
- Latest release: v1.3.5 (published over 2 years ago)
- Last Synced: 2025-12-05T14:02:39.674Z (20 days ago)
- Versions: 27
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.395%
- Average: 5.576%
- Dependent repos count: 5.758%
pypi.org: esa
Easy SimAuto (ESA): An easy-to-use Python connector to PowerWorld Simulator Automation Server (SimAuto).
- Homepage: https://github.com/mzy2240/ESA
- Documentation: https://esa.readthedocs.io/
- Licenses: Apache License 2.0
- Latest release: 1.3.5 (published over 2 years ago)
- Last Synced: 2025-12-05T14:02:39.703Z (20 days ago)
- Versions: 51
- Dependent Packages: 1
- Dependent Repositories: 1
- Downloads: 496 Last month
-
Rankings:
- Dependent packages count: 4.786%
- Downloads: 5.887%
- Stargazers count: 10.496%
- Average: 10.929%
- Forks count: 11.923%
- Dependent repos count: 21.552%
- Maintainers (1)
Dependencies
- networkx *
- numba *
- numpy *
- pandas *
- pypiwin32 *
- pywin32 *
- scipy *
- toolz *
- tqdm *
Score: 12.82464713058461