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*.pyc | ||
.tox/ | ||
*~ | ||
build/ | ||
dist/ | ||
PYPOWER.egg-info/ | ||
doc/api/ | ||
doc/.build/* |
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Copyright (c) 2016 by University of Kassel and Fraunhofer Institute for Wind Energy and Power Systems Technology (IWES) Kassel | ||
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Primary developers: | ||
- Leon Thurner | ||
- Alexander Scheidler | ||
- Julian Dollichon | ||
- Friederike Meier | ||
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Other contributors: | ||
- Tobias Dess | ||
- Bastian Junker | ||
- Jannis Kupka | ||
- Lothar Löwer | ||
- Steffen Meinecke | ||
- Jan-Hendrik Menke | ||
- Jan Ulffers | ||
- Florian Schäfer | ||
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Supervision: | ||
- Martin Braun | ||
- Johann-Christian Töbermann | ||
- Stefan Gehler |
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Copyright (c) 2016 by University of Kassel and Fraunhofer Institute for Wind | ||
Energy and Power Systems Technology (IWES) Kassel and individual contributors | ||
(see AUTHORS file for details). | ||
All rights reserved. | ||
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||
Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are | ||
met: | ||
|
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1. Redistributions of source code must retain the above copyright | ||
notice, this list of conditions and the following disclaimer. | ||
|
||
2. Redistributions in binary form must reproduce the above copyright | ||
notice, this list of conditions and the following disclaimer in the | ||
documentation and/or other materials provided with the distribution. | ||
|
||
3. Neither the name of the copyright holder nor the names of its | ||
contributors may be used to endorse or promote products derived from | ||
this software without specific prior written permission. | ||
|
||
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS | ||
IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED | ||
TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A | ||
PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT | ||
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, | ||
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED | ||
TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR | ||
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF | ||
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING | ||
NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS | ||
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | ||
|
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include LICENSE | ||
include AUTHORS | ||
include README.rst | ||
include *.cfg | ||
include *.ini | ||
include *.rst | ||
recursive-include pandapower/test * | ||
global-include *.p | ||
global-include *.py | ||
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recursive-include doc * |
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What is pandapower? | ||
===================== | ||
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pandapower combines the data analysis library `pandas <http://pandas.pydata.org/>`_ and the power flow solver `PYPOWER <https://pypi.python.org/pypi/PYPOWER>`_ to create an easy to use network calculation program. | ||
pandapower is aimed at automation of power system analysis and optimization in distribution and sub-transmission networks. | ||
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pandapower is based on electric elements rather than on generic loadflow attributes. For example, in PYPOWER busses have a power demand and shunt admittance, even though these are in reality the attributes of electric | ||
elements (such as loads, pv generators or capacitor banks) which are connected to the busses. In pandapower, we model each electric bus element instead of considering summed values for each bus. | ||
The same goes for branches: in reality, busses in a network are connected by electric elements like lines and transformers that can be defined by a length and cable type (lines) or short circuit | ||
voltages and rated power (transformers). Since the electric models for lines and transformers are implemented in pandapower, it is possible to model the electric elements with these common nameplate | ||
attributes. All parameters which are necessary for the loadflow (like branch per unit impedances, shunt impedances, bus power, bus loadflow type etc.) are then calculated and handled internally by pandapower. | ||
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A network in pandapower is represented in a PandapowerNet object, which is a collection of pandas Dataframes. | ||
Each dataframe in a PandapowerNet contains the information about one pandapower element, such as line, load transformer etc. | ||
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For the following simple 2-bus example network: | ||
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.. image:: /docs/pandapower/pics/2bus-system.png | ||
:width: 20em | ||
:alt: alternate Text | ||
:align: center | ||
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the pandapower representation looks like this: | ||
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.. image:: /docs/pandapower/pics/pandapower_datastructure.png | ||
:width: 40em | ||
:alt: alternate Text | ||
:align: center | ||
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The network can be created with the pandapower create functions, but it also possible to directly manipulate data in the pandapower dataframes. | ||
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When a loadflow is run, pandapower combines the information of all element tables into one pypower case file and uses pypower to run the loadflow. The results are then processed and written back into pandapower: | ||
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.. image:: /docs/pandapower/pics/pandapower_loadflow.png | ||
:width: 40em | ||
:alt: alternate Text | ||
:align: center | ||
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For the 2-bus example network, the result tables look like this: | ||
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.. image:: /docs/pandapower/pics/pandapower_results.png | ||
:width: 40em | ||
:alt: alternate Text | ||
:align: center | ||
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Why pandapower? | ||
===================== | ||
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There are various reasons why using pandapower is more comfortable than using pypower directly: | ||
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1. Electric Models | ||
- pandapower comes with static equivalent circuit models for lines, 2-Winding transformers, 3-Winding transformers, ward-equivalents etc. | ||
- Input parameters are intuitive and commonly used model plate parameters (such as line length and resistance per kilometer) instead of parameters like total branch resistance in per unit | ||
- the pandapower switch model allows modelling of ideal bus-bus switches as well as bus-line / bus-trafo switches | ||
- the loadflow results are processed to include not only the classic loadflow results (such as bus voltages and apparent power branch flows), but also line loading or transformer losses | ||
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2. pandapower API | ||
- the pandapower API provides create functions for each element to allow automized step-by-step construction of networks | ||
- the standard type library allows simplified creation of lines, 2-Winding transformers and 3-Winding transformers | ||
- networks can be saved and loaded to the hard drive with the pickle library | ||
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3. pandapower Datastructure | ||
- since variables of any datatype can be stored in the pandas dataframes, electric parameters (integer / float) can be stored together with names (strings), status variables (boolean) etc. | ||
- variables can be accessed by name instead of by column number of a matrix | ||
- since all information is stored in pandas tables, all inherent pandas methods can be used to | ||
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- `access <http://pandas.pydata.org/pandas-docs/stable/indexing.html>`_, | ||
- `query <http://pandas.pydata.org/pandas-docs/stable/indexing.html#boolean-indexing>`_, | ||
- `statistically evaluate <http://pandas.pydata.org/pandas-docs/version/0.17.1/api.html#api-dataframe-stats>`_, | ||
- `iterate over <http://pandas.pydata.org/pandas-docs/stable/basics.html#iteration>`_, | ||
- `visualize <http://pandas.pydata.org/pandas-docs/stable/visualization.html>`_, | ||
- etc. | ||
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any information that is stored in the pandapower dataframes - be it element parameters, loadflow results or a combination of both. | ||
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4. Topological Searches | ||
- pandapower networks can be translated into `networkx <https://networkx.github.io/>` multigraphs for fast topological searches | ||
- all native `networkx algorithms <https://networkx.readthedocs.io/en/stable/reference/algorithms.html>`can be used to perform graph searches on pandapower networks | ||
- pandapower provides some search algorithms specialiced on electric power networks | ||
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5. Plotting and geographical data | ||
- geographical data for busses and lines can be stored in the pandapower datastructure | ||
- networks with geographic information can be plotted using matplotlib | ||
- if no geographical information is available for the busses, artificial coordinates can be created through a `python-igraph <http://igraph.org/python/>` interface | ||
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License | ||
========= | ||
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.. highlight:: none | ||
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pandapower is licensed under the following 3-clause BSD-License: :: | ||
Copyright (c) 2016 by University of Kassel and Fraunhofer Institute for | ||
Wind Energy and Power Systems Technology (IWES) Kassel and individual | ||
contributors (see AUTHORS file for details). | ||
All rights reserved. | ||
|
||
Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are | ||
met: | ||
|
||
1. Redistributions of source code must retain the above copyright | ||
notice, this list of conditions and the following disclaimer. | ||
|
||
2. Redistributions in binary form must reproduce the above copyright | ||
notice, this list of conditions and the following disclaimer in the | ||
documentation and/or other materials provided with the distribution. | ||
|
||
3. Neither the name of the copyright holder nor the names of its | ||
contributors may be used to endorse or promote products derived from | ||
this software without specific prior written permission. | ||
|
||
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS | ||
IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED | ||
TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A | ||
PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT | ||
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, | ||
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED | ||
TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR | ||
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF | ||
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING | ||
NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS | ||
SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. | ||
.. highlight:: python |
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# Makefile for Sphinx documentation | ||
# | ||
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# You can set these variables from the command line. | ||
SPHINXOPTS = | ||
SPHINXBUILD = sphinx-build | ||
PAPER = | ||
BUILDDIR = _build | ||
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# Internal variables. | ||
PAPEROPT_a4 = -D latex_paper_size=a4 | ||
PAPEROPT_letter = -D latex_paper_size=letter | ||
ALLSPHINXOPTS = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) . | ||
# the i18n builder cannot share the environment and doctrees with the others | ||
I18NSPHINXOPTS = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) . | ||
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.PHONY: help clean html dirhtml singlehtml pickle json htmlhelp qthelp devhelp epub latex latexpdf text man changes linkcheck doctest gettext | ||
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help: | ||
@echo "Please use \`make <target>' where <target> is one of" | ||
@echo " html to make standalone HTML files" | ||
@echo " dirhtml to make HTML files named index.html in directories" | ||
@echo " singlehtml to make a single large HTML file" | ||
@echo " pickle to make pickle files" | ||
@echo " json to make JSON files" | ||
@echo " htmlhelp to make HTML files and a HTML help project" | ||
@echo " qthelp to make HTML files and a qthelp project" | ||
@echo " devhelp to make HTML files and a Devhelp project" | ||
@echo " epub to make an epub" | ||
@echo " latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter" | ||
@echo " latexpdf to make LaTeX files and run them through pdflatex" | ||
@echo " text to make text files" | ||
@echo " man to make manual pages" | ||
@echo " texinfo to make Texinfo files" | ||
@echo " info to make Texinfo files and run them through makeinfo" | ||
@echo " gettext to make PO message catalogs" | ||
@echo " changes to make an overview of all changed/added/deprecated items" | ||
@echo " linkcheck to check all external links for integrity" | ||
@echo " doctest to run all doctests embedded in the documentation (if enabled)" | ||
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clean: | ||
-rm -rf $(BUILDDIR)/* | ||
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html: | ||
$(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html | ||
@echo | ||
@echo "Build finished. The HTML pages are in $(BUILDDIR)/html." | ||
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dirhtml: | ||
$(SPHINXBUILD) -b dirhtml $(ALLSPHINXOPTS) $(BUILDDIR)/dirhtml | ||
@echo | ||
@echo "Build finished. The HTML pages are in $(BUILDDIR)/dirhtml." | ||
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singlehtml: | ||
$(SPHINXBUILD) -b singlehtml $(ALLSPHINXOPTS) $(BUILDDIR)/singlehtml | ||
@echo | ||
@echo "Build finished. The HTML page is in $(BUILDDIR)/singlehtml." | ||
|
||
pickle: | ||
$(SPHINXBUILD) -b pickle $(ALLSPHINXOPTS) $(BUILDDIR)/pickle | ||
@echo | ||
@echo "Build finished; now you can process the pickle files." | ||
|
||
json: | ||
$(SPHINXBUILD) -b json $(ALLSPHINXOPTS) $(BUILDDIR)/json | ||
@echo | ||
@echo "Build finished; now you can process the JSON files." | ||
|
||
htmlhelp: | ||
$(SPHINXBUILD) -b htmlhelp $(ALLSPHINXOPTS) $(BUILDDIR)/htmlhelp | ||
@echo | ||
@echo "Build finished; now you can run HTML Help Workshop with the" \ | ||
".hhp project file in $(BUILDDIR)/htmlhelp." | ||
|
||
qthelp: | ||
$(SPHINXBUILD) -b qthelp $(ALLSPHINXOPTS) $(BUILDDIR)/qthelp | ||
@echo | ||
@echo "Build finished; now you can run "qcollectiongenerator" with the" \ | ||
".qhcp project file in $(BUILDDIR)/qthelp, like this:" | ||
@echo "# qcollectiongenerator $(BUILDDIR)/qthelp/jsonpy.qhcp" | ||
@echo "To view the help file:" | ||
@echo "# assistant -collectionFile $(BUILDDIR)/qthelp/jsonpy.qhc" | ||
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devhelp: | ||
$(SPHINXBUILD) -b devhelp $(ALLSPHINXOPTS) $(BUILDDIR)/devhelp | ||
@echo | ||
@echo "Build finished." | ||
@echo "To view the help file:" | ||
@echo "# mkdir -p $$HOME/.local/share/devhelp/jsonpy" | ||
@echo "# ln -s $(BUILDDIR)/devhelp $$HOME/.local/share/devhelp/jsonpy" | ||
@echo "# devhelp" | ||
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epub: | ||
$(SPHINXBUILD) -b epub $(ALLSPHINXOPTS) $(BUILDDIR)/epub | ||
@echo | ||
@echo "Build finished. The epub file is in $(BUILDDIR)/epub." | ||
|
||
latex: | ||
$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex | ||
@echo | ||
@echo "Build finished; the LaTeX files are in $(BUILDDIR)/latex." | ||
@echo "Run \`make' in that directory to run these through (pdf)latex" \ | ||
"(use \`make latexpdf' here to do that automatically)." | ||
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latexpdf: | ||
$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex | ||
@echo "Running LaTeX files through pdflatex..." | ||
$(MAKE) -C $(BUILDDIR)/latex all-pdf | ||
@echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex." | ||
|
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text: | ||
$(SPHINXBUILD) -b text $(ALLSPHINXOPTS) $(BUILDDIR)/text | ||
@echo | ||
@echo "Build finished. The text files are in $(BUILDDIR)/text." | ||
|
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man: | ||
$(SPHINXBUILD) -b man $(ALLSPHINXOPTS) $(BUILDDIR)/man | ||
@echo | ||
@echo "Build finished. The manual pages are in $(BUILDDIR)/man." | ||
|
||
texinfo: | ||
$(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo | ||
@echo | ||
@echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo." | ||
@echo "Run \`make' in that directory to run these through makeinfo" \ | ||
"(use \`make info' here to do that automatically)." | ||
|
||
info: | ||
$(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo | ||
@echo "Running Texinfo files through makeinfo..." | ||
make -C $(BUILDDIR)/texinfo info | ||
@echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo." | ||
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gettext: | ||
$(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale | ||
@echo | ||
@echo "Build finished. The message catalogs are in $(BUILDDIR)/locale." | ||
|
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changes: | ||
$(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) $(BUILDDIR)/changes | ||
@echo | ||
@echo "The overview file is in $(BUILDDIR)/changes." | ||
|
||
linkcheck: | ||
$(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck | ||
@echo | ||
@echo "Link check complete; look for any errors in the above output " \ | ||
"or in $(BUILDDIR)/linkcheck/output.txt." | ||
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doctest: | ||
$(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest | ||
@echo "Testing of doctests in the sources finished, look at the " \ | ||
"results in $(BUILDDIR)/doctest/output.txt." |
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# Sphinx build info version 1 | ||
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: ef3b15682ee6c6005d06b931f6543a45 | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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