| Name | wombat JSON |
| Version |
0.9.3
JSON |
| download |
| home_page | |
| Summary | Windfarm operations and maintenance cost-benefit analysis tool |
| upload_time | 2024-02-15 17:27:34 |
| maintainer | |
| docs_url | None |
| author | |
| requires_python | <3.11,>=3.9 |
| license | Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. 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If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. 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| keywords |
python3
wind-energy
operations-maintenance
discrete-event-simulation
simulation
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
|
# WOMBAT: Windfarm Operations & Maintenance cost-Benefit Analysis Tool
[](https://www.osti.gov/biblio/1894867)
[](https://badge.fury.io/py/wombat)
[](https://opensource.org/licenses/Apache-2.0)
[](https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples)
[](https://wisdem.github.io/WOMBAT)
[](https://github.com/pre-commit/pre-commit)
[](https://github.com/psf/black)
[](https://pycqa.github.io/isort/)
This library provides a tool to simulate the operation and maintenance phase (O&M) of
distributed, land-based, and offshore windfarms using a discrete event simultaion
framework.
WOMBAT is written around the [`SimPy`](https://gitlab.com/team-simpy/simpy) discrete
event simulation framework. Additionally, this is supported using a flexible and modular
object-oriented code base, which enables the modeling of arbitrarily large (or small)
windfarms with as many or as few failure and maintenance tasks that can be encoded.
Please note that this is still heavily under development, so you may find some functionality
to be incomplete at the current moment, but rest assured the functionality is expanding.
With that said, it would be greatly appreciated for issues or PRs to be submitted for
any improvements at all, from fixing typos (guaranteed to be a few) to features to
testing.
If you use this library please cite our NREL Technical Report:
```bibtex
@techreport{hammond2022wombat,
title = {Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)},
author = {Hammond, Rob and Cooperman, Aubryn},
abstractNote = {This report provides technical documentation and background on the newly-developed Wind Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT) software. WOMBAT is an open-source model that can be used to obtain cost estimates for operations and maintenance of land-based or offshore wind power plants. The software was designed to be flexible and modular to allow for implementation of new strategies and technological innovations for wind plant maintenance. WOMBAT uses a process-based simulation approach to model day-to-day operations, repairs, and weather conditions. High-level outputs from WOMBAT, including time-based availability and annual operating costs, are found to agree with published results from other models.},
doi = {10.2172/1894867},
url = {https://www.osti.gov/biblio/1894867},
place = {United States},
year = {2022},
month = {10},
institution = {National Renewable Energy Lab. (NREL)},
}
```
## WOMBAT in Action
There a few Jupyter notebooks to get users up and running with WOMBAT in the `examples/`
folder, but here are a few highlights:
> **Note**
> In v0.6 the results will diverge significantly under certain modeling conditions from
> past versions due to substantial model upgrades on the backend and new/updated
> features to better specify how repairs are managed.
* Dinwoodie, et al. replication for `wombat` can be found in the
`examples folder <https://github.com/WISDEM/WOMBAT/blob/main/examples/dinwoodie_validation.ipynb>`_.
* IEA Task 26
`validation exercise <https://github.com/WISDEM/WOMBAT/blob/main/examples/iea_26_validation.ipynb>`_.
* Presentations: `slides <https://github.com/WISDEM/WOMBAT/blob/main/presentation_material/>`_.
## Setup
### Requirements
* Python 3.8 through 3.10
> **Note**
> For Python 3.10 users that seek to install more than the base dependencies, it has
> been noted that pip may take a long time to resolve all of the package requirements,
> so it is recommended to use the following workflow:
```console
# Enter the source code directory
cd wombat/
# First install the base package requirements
pip install -e .
# Then install whichever additional dependencies are required/desired
pip install -e '.[dev]' # '.[docs]' or '.[all]'
```
### Environment Setup
Download the latest version of [Miniconda](https://docs.conda.io/en/latest/miniconda.html)
for the appropriate OS. Follow the remaining
[steps](https://conda.io/projects/conda/en/latest/user-guide/install/index.html#regular-installation)
for the appropriate OS version.
Using conda, create a new virtual environment:
```console
conda create -n <environment_name> python=3.8 --no-default-packages
conda activate <environment_name>
conda install -c anaconda pip
# activate the environment
conda activate <environment_name>
# to deactivate
conda deactivate
```
### Installation
#### Pip
```console
pip install wombat
```
#### From Source
Install it directly into an activated virtual environment:
```console
git clone https://github.com/WISDEM/WOMBAT.git
cd wombat
python setup.py install
# Alternatively:
pip install .
```
#### Usage
After installation, the package can imported:
```console
python
import wombat
wombat.__version__
```
For further usage, please see the documentation site at https://wisdem.github.io/WOMBAT.
### Requirements for Contributing to WOMBAT
#### Code Contributions
Code contributors should note that there is both an additional dependency suite for
running the tests and enabling the pre-commit workflow to automically standardize the
core code formatting principles.
```console
git clone https://github.com/WISDEM/WOMBAT.git
cd wombat
# Install the additional dependencies for running the tests and automatic code formatting
pip install -e '.[dev]'
# Enable the pre-commit workflow for automatic code formatting
pre-commit install
# ... contributions and commits ...
# Run the tests and ensure they all pass
pytest tests
```
Basic pre-commit issues that users might encounter and their remedies:
* For any failed run, changes may have been either automatically applied or require
further edits from the contributor. In either case, after changes have been made,
contributors will have to rerun `git add <the changed files>` and
`git commit -m <the commit message>` to restart the pre-commit workflow with the
applied changes. Once all checks pass, the commit is safe to be pushed.
* `isort`, `black`, or simple file checks failed, but made changes
* rerun the `add` and `commit` processes as needed until the changes satisfy the checks
* `pylint` or `flake8` failed:
* Address the errors and rerun the `add` and `commit` processes
* `mypy` has type errors that seem incorrect
* Double check the typing is in fact as correct as it seems it should be and rerun the
`add` and `commit` processes
* If `mypy` simply seems confused with seemingly correct types, the following statement
can be added above the `mypy` error:
`assert isinstance(<variable of concern>, <the type you think mypy should be registering>)`
* If that's still not working, but you are definitely sure the types are correct,
simply add a `# type ignore` comment at the end of the line. Sometimes `mypy` struggles
with complex scenarios, or especially with certain `attrs` conventions.
#### Documentation Contributions
```console
git clone https://github.com/WISDEM/WOMBAT.git
cd wombat
pip install -e '.[docs]'
```
Build the site
> **Note**
> You may want to change the "execute_notebooks" parameter in the `docs/_config.yaml`
> file to "off" unless you're updating the coded examples or they will be run every time
> you build the site.
```console
jupyter-book build docs
```
View the results: `docs/_build/html/index.html`
#### Code and Documentation Contributions
```console
git clone https://github.com/WISDEM/WOMBAT.git
cd wombat
pip install -e '.[all]'
```
Raw data
{
"_id": null,
"home_page": "",
"name": "wombat",
"maintainer": "",
"docs_url": null,
"requires_python": "<3.11,>=3.9",
"maintainer_email": "",
"keywords": "python3,wind-energy,operations-maintenance,discrete-event-simulation,simulation",
"author": "",
"author_email": "Rob Hammond <rob.hammond@nrel.gov>",
"download_url": "https://files.pythonhosted.org/packages/4b/00/07a8bb3e7827dd255052ae1afa3d0e2250ba060cefd9662a726ea9889590/wombat-0.9.3.tar.gz",
"platform": null,
"description": "# WOMBAT: Windfarm Operations & Maintenance cost-Benefit Analysis Tool\n\n[](https://www.osti.gov/biblio/1894867)\n[](https://badge.fury.io/py/wombat)\n[](https://opensource.org/licenses/Apache-2.0)\n[](https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples)\n[](https://wisdem.github.io/WOMBAT)\n\n[](https://github.com/pre-commit/pre-commit)\n[](https://github.com/psf/black)\n[](https://pycqa.github.io/isort/)\n\nThis library provides a tool to simulate the operation and maintenance phase (O&M) of\ndistributed, land-based, and offshore windfarms using a discrete event simultaion\nframework.\n\nWOMBAT is written around the [`SimPy`](https://gitlab.com/team-simpy/simpy) discrete\nevent simulation framework. Additionally, this is supported using a flexible and modular\nobject-oriented code base, which enables the modeling of arbitrarily large (or small)\nwindfarms with as many or as few failure and maintenance tasks that can be encoded.\n\nPlease note that this is still heavily under development, so you may find some functionality\nto be incomplete at the current moment, but rest assured the functionality is expanding.\nWith that said, it would be greatly appreciated for issues or PRs to be submitted for\nany improvements at all, from fixing typos (guaranteed to be a few) to features to\ntesting.\n\nIf you use this library please cite our NREL Technical Report:\n\n```bibtex\n @techreport{hammond2022wombat,\n title = {Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)},\n author = {Hammond, Rob and Cooperman, Aubryn},\n abstractNote = {This report provides technical documentation and background on the newly-developed Wind Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT) software. WOMBAT is an open-source model that can be used to obtain cost estimates for operations and maintenance of land-based or offshore wind power plants. The software was designed to be flexible and modular to allow for implementation of new strategies and technological innovations for wind plant maintenance. WOMBAT uses a process-based simulation approach to model day-to-day operations, repairs, and weather conditions. High-level outputs from WOMBAT, including time-based availability and annual operating costs, are found to agree with published results from other models.},\n doi = {10.2172/1894867},\n url = {https://www.osti.gov/biblio/1894867},\n place = {United States},\n year = {2022},\n month = {10},\n institution = {National Renewable Energy Lab. (NREL)},\n }\n```\n\n## WOMBAT in Action\n\nThere a few Jupyter notebooks to get users up and running with WOMBAT in the `examples/`\nfolder, but here are a few highlights:\n\n> **Note**\n> In v0.6 the results will diverge significantly under certain modeling conditions from\n> past versions due to substantial model upgrades on the backend and new/updated\n> features to better specify how repairs are managed.\n\n* Dinwoodie, et al. replication for `wombat` can be found in the\n `examples folder <https://github.com/WISDEM/WOMBAT/blob/main/examples/dinwoodie_validation.ipynb>`_.\n* IEA Task 26\n `validation exercise <https://github.com/WISDEM/WOMBAT/blob/main/examples/iea_26_validation.ipynb>`_.\n* Presentations: `slides <https://github.com/WISDEM/WOMBAT/blob/main/presentation_material/>`_.\n\n\n## Setup\n\n### Requirements\n\n* Python 3.8 through 3.10\n\n> **Note**\n> For Python 3.10 users that seek to install more than the base dependencies, it has\n> been noted that pip may take a long time to resolve all of the package requirements,\n> so it is recommended to use the following workflow:\n\n```console\n# Enter the source code directory\ncd wombat/\n\n# First install the base package requirements\npip install -e .\n\n# Then install whichever additional dependencies are required/desired\npip install -e '.[dev]' # '.[docs]' or '.[all]'\n```\n\n### Environment Setup\n\nDownload the latest version of [Miniconda](https://docs.conda.io/en/latest/miniconda.html)\nfor the appropriate OS. Follow the remaining\n[steps](https://conda.io/projects/conda/en/latest/user-guide/install/index.html#regular-installation)\nfor the appropriate OS version.\n\nUsing conda, create a new virtual environment:\n\n```console\nconda create -n <environment_name> python=3.8 --no-default-packages\nconda activate <environment_name>\nconda install -c anaconda pip\n\n# activate the environment\nconda activate <environment_name>\n\n# to deactivate\nconda deactivate\n```\n\n### Installation\n\n\n#### Pip\n\n```console\npip install wombat\n```\n\n#### From Source\n\nInstall it directly into an activated virtual environment:\n\n```console\ngit clone https://github.com/WISDEM/WOMBAT.git\ncd wombat\npython setup.py install\n\n# Alternatively:\npip install .\n```\n\n#### Usage\n\nAfter installation, the package can imported:\n\n```console\npython\nimport wombat\nwombat.__version__\n```\n\nFor further usage, please see the documentation site at https://wisdem.github.io/WOMBAT.\n\n\n### Requirements for Contributing to WOMBAT\n\n#### Code Contributions\n\nCode contributors should note that there is both an additional dependency suite for\nrunning the tests and enabling the pre-commit workflow to automically standardize the\ncore code formatting principles.\n\n```console\ngit clone https://github.com/WISDEM/WOMBAT.git\ncd wombat\n\n# Install the additional dependencies for running the tests and automatic code formatting\npip install -e '.[dev]'\n\n# Enable the pre-commit workflow for automatic code formatting\npre-commit install\n\n# ... contributions and commits ...\n\n# Run the tests and ensure they all pass\npytest tests\n```\n\nBasic pre-commit issues that users might encounter and their remedies:\n\n* For any failed run, changes may have been either automatically applied or require\n further edits from the contributor. In either case, after changes have been made,\n contributors will have to rerun `git add <the changed files>` and\n `git commit -m <the commit message>` to restart the pre-commit workflow with the\n applied changes. Once all checks pass, the commit is safe to be pushed.\n* `isort`, `black`, or simple file checks failed, but made changes\n * rerun the `add` and `commit` processes as needed until the changes satisfy the checks\n* `pylint` or `flake8` failed:\n * Address the errors and rerun the `add` and `commit` processes\n* `mypy` has type errors that seem incorrect\n * Double check the typing is in fact as correct as it seems it should be and rerun the\n `add` and `commit` processes\n * If `mypy` simply seems confused with seemingly correct types, the following statement\n can be added above the `mypy` error:\n `assert isinstance(<variable of concern>, <the type you think mypy should be registering>)`\n * If that's still not working, but you are definitely sure the types are correct,\n simply add a `# type ignore` comment at the end of the line. Sometimes `mypy` struggles\n with complex scenarios, or especially with certain `attrs` conventions.\n\n#### Documentation Contributions\n\n```console\ngit clone https://github.com/WISDEM/WOMBAT.git\ncd wombat\npip install -e '.[docs]'\n```\n\nBuild the site\n\n> **Note**\n> You may want to change the \"execute_notebooks\" parameter in the `docs/_config.yaml`\n> file to \"off\" unless you're updating the coded examples or they will be run every time\n> you build the site.\n\n```console\njupyter-book build docs\n```\n\nView the results: `docs/_build/html/index.html`\n\n#### Code and Documentation Contributions\n\n```console\ngit clone https://github.com/WISDEM/WOMBAT.git\ncd wombat\npip install -e '.[all]'\n```\n",
"bugtrack_url": null,
"license": "Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License. \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\" \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. 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