pypsa-eur/doc/preparation.rst
FabianHofmann 9792069ab3
Update load processing (#211)
* build_load_data

* Add documentation

* updating load data import

* Update Config files

* Update load.csv

* Update add_electricity.py

* change log file name

* Update scripts/add_electricity.py

Co-authored-by: FabianHofmann <hofmann@fias.uni-frankfurt.de>

* Update scripts/build_load_data.py

Co-authored-by: FabianHofmann <hofmann@fias.uni-frankfurt.de>

* Update scripts/build_load_data.py

Co-authored-by: FabianHofmann <hofmann@fias.uni-frankfurt.de>

* Update scripts/build_load_data.py

Co-authored-by: FabianHofmann <hofmann@fias.uni-frankfurt.de>

* Update build_load_data.py

* Update build_load_data.py

* Update scripts/build_load_data.py

Co-authored-by: FabianHofmann <hofmann@fias.uni-frankfurt.de>

* update gap handling in build_load_data

* Update build_load_data.py

* Update config.test1.yaml

* update test.config

* Update config.tutorial.yaml

* update load csv function for load data

* Update build_load_data.py

* Update config.test1.yaml

* Update add_electricity.py

* Update build_load_data.py

* Added error messages if load data contains gaps after modifications

* general adjustments:
	- reduce data source to only entsoe statistics
	- sanitize code
	- adjust logging messages
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* update Snakefile config and docs

* update release notes
rename build_load -> build_load_data in config

* small follow up

* - reintroduce choice between powerstatistics and transparency
- remove load_ timeseries from databundle
- always build load_data
- reinsert scaling factor in config
- fix url to 2019 version

* update doc: configtable, release notes
update config.yaml

* follow up

Co-authored-by: Jan Frederick <jan.frederick.unnewehr@inatech.uni-freiburg.de>
Co-authored-by: JanFrederickUnnewehr <50404069+JanFrederickUnnewehr@users.noreply.github.com>
2020-12-03 12:49:04 +01:00

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Preparing Networks

The preparation process of the PyPSA-Eur energy system model consists of a group of snakemake rules which are briefly outlined and explained in detail in the sections below.

Not all data dependencies are shipped with the git repository. Instead we provide separate data bundles which can be obtained using the retrieve* rules (:ref:`data`). Having downloaded the necessary data,

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  • :mod:`build_shapes` generates GeoJSON files with shapes of the countries, exclusive economic zones and NUTS3 areas.

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  • :mod:`build_cutout` prepares smaller weather data portions from ERA5 for cutout europe-2013-era5 and SARAH for cutout europe-2013-sarah.

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With these and the externally extracted ENTSO-E online map topology (data/entsoegridkit), it can build a base PyPSA network with the following rules:

Then the process continues by calculating conventional power plant capacities, potentials, and per-unit availability time series for variable renewable energy carriers and hydro power plants with the following rules:

  • :mod:`build_powerplants` for today's thermal power plant capacities using powerplantmatching allocating these to the closest substation for each powerplant,

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  • :mod:`build_natura_raster` for rasterising NATURA2000 natural protection areas,

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  • :mod:`build_renewable_profiles` for the hourly capacity factors and installation potentials constrained by land-use in each substation's Voronoi cell for PV, onshore and offshore wind, and

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  • :mod:`build_hydro_profile` for the hourly per-unit hydro power availability time series.

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The central rule :mod:`add_electricity` then ties all the different data inputs together into a detailed PyPSA network stored in networks/elec.nc.

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.. toctree::
   :caption: Overview

   preparation/retrieve
   preparation/build_shapes
   preparation/build_load_data
   preparation/build_cutout
   preparation/build_natura_raster
   preparation/prepare_links_p_nom
   preparation/base_network
   preparation/build_bus_regions
   preparation/build_natura_raster
   preparation/build_powerplants
   preparation/build_renewable_profiles
   preparation/build_hydro_profile
   preparation/add_electricity
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