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Systems","sub_category":"Energy System Modeling Frameworks","monthly_downloads":5343,"total_dependent_repos":23,"total_dependent_packages":7,"readme":"\n|tox-pytest| |tox-checks| |appveyor| |coveralls| |codecov|\n\n|scrutinizer| |codacy|\n\n|wheel| |packaging| |supported-versions|\n\n|docs| |zenodo|\n\n|version| |commits-since| |chat|\n\n\n------------------------------\n\n.. |tox-pytest| image:: https://github.com/oemof/oemof-solph/actions/workflows/tox_pytests.yml/badge.svg?branch=dev\n     :target: https://github.com/oemof/oemof-solph/actions?query=workflow%3A%22tox+checks%22\n\n.. |tox-checks| image:: https://github.com/oemof/oemof-solph/actions/workflows/tox_checks.yml/badge.svg?branch=dev\n     :target: https://github.com/oemof/oemof-solph/actions?query=workflow%3A%22tox+checks%22\n\n.. |packaging| image:: https://github.com/oemof/oemof-solph/actions/workflows/packaging.yml/badge.svg\n     :target: https://github.com/oemof/oemof-solph/actions?query=workflow%3Apackaging\n\n.. |docs| image:: https://readthedocs.org/projects/oemof-solph/badge/?style=flat\n    :target: https://readthedocs.org/projects/oemof-solph\n    :alt: Documentation Status\n\n.. |appveyor| image:: https://ci.appveyor.com/api/projects/status/github/oemof/oemof-solph?branch=dev\u0026svg=true\n    :alt: AppVeyor Build Status\n    :target: https://ci.appveyor.com/project/oemof-developer/oemof-solph\n\n.. |coveralls| image:: https://coveralls.io/repos/oemof/oemof-solph/badge.svg?branch=dev\u0026service=github\n    :alt: Coverage Status\n    :target: https://coveralls.io/github/oemof/oemof-solph\n\n.. |codecov| image:: https://codecov.io/gh/oemof/oemof-solph/branch/dev/graphs/badge.svg?branch=dev\n    :alt: Coverage Status\n    :target: https://codecov.io/gh/oemof/oemof-solph\n\n.. |codacy| image:: https://api.codacy.com/project/badge/Grade/a6e5cb2dd2694c73895e142e4cf680d5\n    :target: https://app.codacy.com/gh/oemof/oemof-solph/dashboard\n    :alt: Codacy Code Quality Status\n\n.. |version| image:: https://img.shields.io/pypi/v/oemof.solph.svg\n    :alt: PyPI Package latest release\n    :target: https://pypi.org/project/oemof.solph\n\n.. |wheel| image:: https://img.shields.io/pypi/wheel/oemof.solph.svg\n    :alt: PyPI Wheel\n    :target: https://pypi.org/project/oemof.solph\n\n.. |supported-versions| image:: https://img.shields.io/pypi/pyversions/oemof.solph.svg\n    :alt: Supported versions\n    :target: https://pypi.org/project/oemof.solph\n\n.. |supported-implementations| image:: https://img.shields.io/pypi/implementation/oemof.solph.svg\n    :alt: Supported implementations\n    :target: https://pypi.org/project/oemof.solph\n\n.. |commits-since| image:: https://img.shields.io/github/commits-since/oemof/oemof-solph/latest/dev\n    :alt: Commits since latest release\n    :target: https://github.com/oemof/oemof-solph/compare/master...dev\n\n.. |zenodo| image:: https://zenodo.org/badge/DOI/10.5281/zenodo.596235.svg\n    :alt: Zenodo DOI\n    :target: https://doi.org/10.5281/zenodo.596235\n\n.. |scrutinizer| image:: https://img.shields.io/scrutinizer/quality/g/oemof/oemof-solph/dev.svg\n    :alt: Scrutinizer Status\n    :target: https://scrutinizer-ci.com/g/oemof/oemof-solph/\n\n.. |chat| image:: https://img.shields.io/badge/chat-oemof:matrix.org-%238ADCF7\n     :alt: matrix-chat\n     :target: https://matrix.to/#/#oemof:matrix.org\n\n\n.. figure:: https://raw.githubusercontent.com/oemof/oemof-solph/492e3f5a0dda7065be30d33a37b0625027847518/docs/_logo/logo_oemof_solph_FULL.svg\n    :align: center\n\n------------------------------\n\n===========\noemof.solph\n===========\n\n**A model generator for energy system modelling and optimisation (LP/MILP)**\n\n.. contents::\n    :depth: 2\n    :local:\n    :backlinks: top\n\n\nIntroduction\n============\n\nThe oemof.solph package is part of the\n`Open energy modelling framework (oemof) \u003chttps://github.com/oemof/oemof\u003e`_.\nThis is an organisational framework to bundle tools for energy (system) modelling.\noemof-solph is a model generator for energy system modelling and optimisation.\n\nThe package ``oemof.solph`` is very often called just ``oemof``.\nThis is because installing the ``oemof`` meta package was once the best way to get ``oemof.solph``.\nNotice that you should prefeably install ``oemof.solph`` instead of ``oemof``\nif you want to use ``solph``.\n\n\nEverybody is welcome to use and/or develop oemof.solph.\nRead our `contribution \u003chttps://oemof.readthedocs.io/en/latest/contributing.html\u003e`_ section.\n\nContribution is already possible on a low level by simply fixing typos in\noemof's documentation or rephrasing sections which are unclear.\nIf you want to support us that way please fork the oemof-solph repository to your own\nGitHub account and make changes as described in the `github guidelines \u003chttps://docs.github.com/en/get-started/quickstart/hello-world\u003e`_\n\nIf you have questions regarding the use of oemof including oemof.solph you can visit the openmod forum (`tag oemof \u003chttps://forum.openmod-initiative.org/tags/c/qa/oemof\u003e`_ or `tag oemof-solph \u003chttps://forum.openmod-initiative.org/tags/c/qa/oemof-solph\u003e`_) and open a new thread if your questions hasn't been already answered.\n\nKeep in touch! - You can become a watcher at our `github site \u003chttps://github.com/oemof/oemof\u003e`_,\nbut this will bring you quite a few mails and might be more interesting for developers.\nIf you just want to get the latest news, like when is the next oemof meeting,\nyou can follow our news-blog at `oemof.org \u003chttps://oemof.org/\u003e`_.\n\nDocumentation\n=============\nThe `oemof.solph documentation \u003chttps://oemof-solph.readthedocs.io/\u003e`_ is powered by readthedocs. Use the `project site \u003chttps://readthedocs.org/projects/oemof\u003e`_ of oemof.solph to choose the version of the documentation. Go to the `download page \u003chttps://readthedocs.org/projects/oemof/downloads/\u003e`_ to download different versions and formats (pdf, html, epub) of the documentation.\n\nInstallation\n============\n\n\nIf you have a working Python installation, use pypi to install the latest version of oemof.solph.\nPython \u003e= 3.8 is recommended. Lower versions may work but are not tested.\n\nWe highly recommend to use virtual environments.\nPlease refer to the documentation of your Python distribution (e.g. Anaconda,\nMicromamba, or the version of Python that came with your Linux installation)\nto learn how to set up and use virtual environments.\n\n::\n\n    (venv) pip install oemof.solph\n\nIf you want to use the latest features, you might want to install the **developer version**. The developer version is not recommended for productive use::\n\n    (venv) pip install https://github.com/oemof/oemof-solph/archive/dev.zip\n\n\nFor running an oemof-solph optimisation model, you need to install a solver.\nFollowing you will find guidelines for the installation process for different operating systems.\n\n.. _windows_solver_label:\n.. _linux_solver_label:\n\nInstalling a solver\n-------------------\n\nThere are several solvers that can work with oemof, both open source and commercial.\nTwo open source solvers are widely used (CBC and GLPK), but oemof suggests CBC (Coin-or branch and cut).\nIt may be useful to compare results of different solvers to see which performs best.\nOther commercial solvers, like Gurobi or Cplex, are also options.\nHave a look at the `pyomo docs \u003chttps://pyomo.readthedocs.io/en/stable/api/pyomo.solvers.plugins.solvers.html\u003e`_\nto learn about which solvers are supported.\n\nCheck the solver installation by executing the test_installation example below (see section Installation Test).\n\n**Linux**\n\nTo install the solvers have a look at the package repository of your Linux distribution or search for precompiled packages. GLPK and CBC ares available at Debian, Feodora, Ubuntu and others.\n\n**Windows**\n\n 1. Download `CBC \u003chttps://github.com/coin-or/Cbc/releases\u003e`_\n 2. Download `GLPK (64/32 bit) \u003chttps://sourceforge.net/projects/winglpk/\u003e`_\n 3. Unpack CBC/GLPK to any folder (e.g. C:/Users/Somebody/my_programs)\n 4. Add the path of the executable files of both solvers to the PATH variable (cf. `setting environment variables as user \u003chttps://learn.microsoft.com/en-us/troubleshoot/windows-client/performance/cannot-modify-user-environment-variables-system-properties\u003e`_)\n 5. Restart Windows\n\nCheck the solver installation by executing the test_installation example (see the `Installation test` section).\n\n\n**Mac OSX**\n\nPlease follow the installation instructions on the respective homepages for details.\n\nCBC-solver: https://github.com/coin-or/Cbc\n\nGLPK-solver: http://arnab-deka.com/posts/2010/02/installing-glpk-on-a-mac/\n\nIf you install the CBC solver via brew (highly recommended), it should work without additional configuration.\n\n\n**conda**\n\nThe CBC-solver can also be installed in a `conda` environment. Please note, that it is highly recommended to `use pip after conda \u003chttps://www.anaconda.com/blog/using-pip-in-a-conda-environment\u003e`_, so:\n\n.. code:: console\n\n    (venv) conda install -c conda-forge coincbc\n    (venv) pip install oemof.solph\n\n\n.. _check_installation_label:\n\nInstallation test\n-----------------\n\nTest the installation and the installed solver by running the installation test\nin your virtual environment:\n\n.. code:: console\n\n  (venv) oemof_installation_test\n\nIf the installation was successful, you will receive something like this:\n\n.. code:: console\n\n    *********\n    Solver installed with oemof:\n    glpk: working\n    cplex: not working\n    cbc: working\n    gurobi: not working\n    *********\n    oemof.solph successfully installed.\n\nas an output.\n\nContributing\n============\n\nA warm welcome to all who want to join the developers and contribute to\noemof.solph.\n\nInformation on the details and how to approach us can be found\n`in the oemof documentation \u003chttps://oemof.readthedocs.io/en/latest/contributing.html\u003e`_ .\n\nCiting\n======\n\nFor explicitly citing solph, you might want to refer to\n`DOI:10.1016/j.simpa.2020.100028 \u003chttps://doi.org/10.1016/j.simpa.2020.100028\u003e`_,\nwhich gives an overview over the capabilities of solph.\nThe core ideas of oemof as a whole are described in\n`DOI:10.1016/j.esr.2018.07.001 \u003chttps://doi.org/10.1016/j.esr.2018.07.001\u003e`_\n(preprint at `arXiv:1808.0807 \u003chttps://arxiv.org/abs/1808.08070v1\u003e`_).\nTo allow citing specific versions, we use the zenodo project to get a DOI for each version.\n\nExample Applications\n====================\n\nThe combination of specific modules (often including other packages) is called an\napplication (app). For example, it can depict a concrete energy system model.\nYou can find a large variety of helpful examples in the documentation.\nThe examples show the optimisation of different energy systems and are supposed\nto help new users to understand the framework's structure.\nPlease make sure the example you are looking at is created for the version\nof solph you have installed.\n\nYou are welcome to contribute your own examples via a `pull request \u003chttps://github.com/oemof/oemof-solph/pulls\u003e`_\nor by e-mailing us (see `here \u003chttps://oemof.org/contact/\u003e`_ for contact information).\n\nLicense\n=======\n\nCopyright (c) oemof developer group\n\nPermission is hereby granted, free of charge, to any person obtaining a copy\nof this software and associated documentation files (the \"Software\"), to deal\nin the Software without restriction, including without limitation the rights\nto use, copy, modify, merge, publish, distribute, sublicense, and/or sell\ncopies of the Software, and to permit persons to whom the Software is\nfurnished to do so, subject to the following conditions:\n\nThe above copyright notice and this permission notice shall be included in all\ncopies or substantial portions of the Software.\n\nTHE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\nIMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\nFITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\nAUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\nLIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\nOUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\nSOFTWARE.\n","funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.596235","https://doi.org/10.1016/j.simpa.2020.100028","https://doi.org/10.1016/j.esr.2018.07.001"],"works":{"https://doi.org/10.5281/zenodo.596235":null,"https://doi.org/10.1016/j.simpa.2020.100028":{"id":"https://openalex.org/W3081251234","doi":"https://doi.org/10.1016/j.simpa.2020.100028","title":"oemof.solph—A model generator for linear and mixed-integer linear optimisation of energy systems","display_name":"oemof.solph—A model generator for linear and mixed-integer linear optimisation of energy 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