2fc1ea0255
* some refactoring and code cleaning
* execute pre-commit
* pre-commit: limit large files
* add license to .pre-commit
* add pre-commit to env
* solve: tidy memory logger
* travis: add conda list for easier debugging
* undo config test/tutorial without plotting, rm matplotlibrc, .licenses
* remove {networks} wildcard
* unadd pre-commit config
* add release notes
* restore REUSE compliance
* fix docs environment python version
* env: remove gurobi from dependencies
* fix unclean merge block
* fix elif to if
* lighter rtd style
* lighter rtd style II
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30 lines
1.6 KiB
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..
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SPDX-FileCopyrightText: 2019-2020 The PyPSA-Eur Authors
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SPDX-License-Identifier: CC-BY-4.0
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##########################################
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Simplifying Networks
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##########################################
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The simplification ``snakemake`` rules prepare **approximations** of the full model, for which it is computationally viable to co-optimize generation, storage and transmission capacities.
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- :mod:`simplify_network` transforms the transmission grid to a 380 kV only equivalent network, while
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- :mod:`cluster_network` uses a `k-means <https://en.wikipedia.org/wiki/K-means_clustering>`_ based clustering technique to partition the network into a given number of zones and then reduce the network to a representation with one bus per zone.
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The simplification and clustering steps are described in detail in the paper
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- Jonas Hörsch and Tom Brown. `The role of spatial scale in joint optimisations of generation and transmission for European highly renewable scenarios <https://arxiv.org/abs/1705.07617>`_), *14th International Conference on the European Energy Market*, 2017. `arXiv:1705.07617 <https://arxiv.org/abs/1705.07617>`_, `doi:10.1109/EEM.2017.7982024 <https://doi.org/10.1109/EEM.2017.7982024>`_.
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After simplification and clustering of the network, additional components may be appended in the rule :mod:`add_extra_components` and the network is prepared for solving in :mod:`prepare_network`.
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.. toctree::
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:caption: Overview
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simplification/simplify_network
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simplification/cluster_network
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simplification/add_extra_components
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simplification/prepare_network
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