013b705ee4
* Cluster first: build renewable profiles and add all assets after clustering * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * correction: pass landfall_lengths through functions * assign landfall_lenghts correctly * remove parameter add_land_use_constraint * fix network_dict * calculate distance to shoreline, remove underwater_fraction * adjust simplification parameter to exclude Crete from offshore wind connections * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove unused geth2015 hydro capacities * removing remaining traces of {simpl} wildcard * add release notes and update workflow graphics * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: lisazeyen <lisa.zeyen@web.de>
996 lines
39 KiB
ReStructuredText
996 lines
39 KiB
ReStructuredText
..
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SPDX-FileCopyrightText: 2023-2024 The PyPSA-Eur Authors
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SPDX-License-Identifier: CC-BY-4.0
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.. _tutorial_sector:
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###############################
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Tutorial: Sector-Coupled
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###############################
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.. note::
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If you have not done it yet, follow the :ref:`installation` steps first.
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Also, checkout the tutorial for electricity-only systems first at :ref:`tutorial`.
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In this tutorial, we will add further sectors to the electricity-only model from
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:ref:`tutorial`, namely industry, transport, and buildings. This
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requires processing of a few more raw data sources.
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The sector-coupling code can be run as an overnight / greenfield scenario or
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with multi-horizon investment with myopic foresight. Pathway analysis with
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perfect foresight is under development. See also the documentation on
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:ref:`foresight`.
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Overnight Scenarios
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===========================
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Configuration
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-------------
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The default configuration file (``config/config.default.yaml``) is set up for running
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overnight scenarios. Running a sector-coupled model unlocks many further
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configuration options. In the example below, we say that the gas network should
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be added and spatially resolved. We also say that the existing gas network may
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be retrofitted to transport hydrogen instead.
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.. literalinclude:: ../config/test/config.overnight.yaml
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:language: yaml
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:start-at: sector:
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:end-before: solving:
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Documentation for all options will be added successively to :ref:`config`.
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Scenarios can be defined like for electricity-only studies, but with additional
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wildcard options.
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.. literalinclude:: ../config/test/config.overnight.yaml
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:language: yaml
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:start-at: scenario:
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:end-before: countries:
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For allowed wildcard values, refer to :ref:`wildcards`.
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Execution
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---------
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To run an overnight / greenfiled scenario with the specifications above, run
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.. code:: bash
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snakemake -call all --configfile config/test/config.overnight.yaml
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which will result in the following jobs ``snakemake`` wants to run, some of
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which were already included in the electricity-only tutorial:
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.. code:: bash
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job count
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------------------------------------------------ -------
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add_electricity 1
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add_transmission_projects_and_dlr 1
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all 1
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base_network 1
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build_ammonia_production 1
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build_biomass_potentials 1
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build_central_heating_temperature_profiles 1
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build_clustered_population_layouts 1
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build_cop_profiles 1
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build_daily_heat_demand 1
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build_district_heat_share 1
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build_electricity_demand 1
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build_electricity_demand_base 1
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build_energy_totals 1
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build_gas_input_locations 1
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build_gas_network 1
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build_heat_totals 1
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build_hourly_heat_demand 1
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build_industrial_distribution_key 1
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build_industrial_energy_demand_per_country_today 1
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build_industrial_energy_demand_per_node 1
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build_industrial_energy_demand_per_node_today 1
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build_industrial_production_per_country 1
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build_industrial_production_per_country_tomorrow 1
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build_industrial_production_per_node 1
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build_industry_sector_ratios 1
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build_industry_sector_ratios_intermediate 1
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build_population_layouts 1
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build_population_weighted_energy_totals 2
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build_powerplants 1
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build_renewable_profiles 6
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build_salt_cavern_potentials 1
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build_shapes 1
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build_ship_raster 1
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build_shipping_demand 1
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build_solar_thermal_profiles 1
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build_temperature_profiles 1
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build_transmission_projects 1
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build_transport_demand 1
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cluster_gas_network 1
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cluster_network 1
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determine_availability_matrix 6
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make_summary 1
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plot_gas_network 1
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plot_hydrogen_network 1
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plot_power_network 1
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plot_power_network_clustered 1
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plot_summary 1
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prepare_network 1
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prepare_sector_network 1
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retrieve_cost_data 1
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retrieve_cutout 1
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retrieve_databundle 1
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retrieve_eez 1
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retrieve_electricity_demand 1
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retrieve_eurostat_data 1
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retrieve_eurostat_household_data 1
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retrieve_gas_infrastructure_data 1
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retrieve_gem_europe_gas_tracker 1
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retrieve_gem_steel_plant_tracker 1
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retrieve_hotmaps_industrial_sites 1
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retrieve_jrc_enspreso_biomass 1
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retrieve_jrc_idees 1
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retrieve_naturalearth_countries 1
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retrieve_osm_prebuilt 1
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retrieve_ship_raster 1
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retrieve_synthetic_electricity_demand 1
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retrieve_usgs_ammonia_production 1
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retrieve_worldbank_urban_population 1
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simplify_network 1
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solve_sector_network 1
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time_aggregation 1
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total 83
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This covers the retrieval of additional raw data from online resources and
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preprocessing data about the transport, industry, and heating sectors as well as
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additional rules about geological storage and sequestration potentials, gas
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infrastructure, and biomass potentials. The collection rule ``all`` will also
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generate summary CSV files and plots after the network has been solved
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successfully.
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.. graphviz::
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:class: full-width
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:align: center
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digraph snakemake_dag {
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graph[bgcolor=white, margin=0];
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node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2];
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edge[penwidth=2, color=grey];
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0[label = "all", color = "0.41 0.6 0.85", style="rounded"];
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1[label = "plot_summary", color = "0.60 0.6 0.85", style="rounded"];
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2[label = "make_summary", color = "0.62 0.6 0.85", style="rounded"];
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3[label = "solve_sector_network", color = "0.62 0.6 0.85", style="rounded"];
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4[label = "prepare_sector_network\nsector_opts: ", color = "0.45 0.6 0.85", style="rounded"];
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5[label = "build_renewable_profiles", color = "0.20 0.6 0.85", style="rounded"];
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6[label = "determine_availability_matrix\ntechnology: offwind-ac", color = "0.24 0.6 0.85", style="rounded"];
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7[label = "retrieve_databundle", color = "0.58 0.6 0.85", style="rounded"];
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8[label = "build_ship_raster", color = "0.51 0.6 0.85", style="rounded"];
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9[label = "retrieve_ship_raster", color = "0.03 0.6 0.85", style="rounded"];
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10[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.32 0.6 0.85", style="rounded"];
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11[label = "build_shapes", color = "0.11 0.6 0.85", style="rounded"];
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12[label = "retrieve_naturalearth_countries", color = "0.63 0.6 0.85", style="rounded"];
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13[label = "retrieve_eez", color = "0.00 0.6 0.85", style="rounded"];
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14[label = "cluster_network\nclusters: 5", color = "0.64 0.6 0.85", style="rounded"];
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15[label = "simplify_network", color = "0.21 0.6 0.85", style="rounded"];
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16[label = "add_transmission_projects_and_dlr", color = "0.17 0.6 0.85", style="rounded"];
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17[label = "base_network", color = "0.53 0.6 0.85", style="rounded"];
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18[label = "retrieve_osm_prebuilt", color = "0.21 0.6 0.85", style="rounded"];
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19[label = "build_transmission_projects", color = "0.02 0.6 0.85", style="rounded"];
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20[label = "build_electricity_demand_base", color = "0.44 0.6 0.85", style="rounded"];
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21[label = "build_electricity_demand", color = "0.16 0.6 0.85", style="rounded"];
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22[label = "retrieve_electricity_demand", color = "0.06 0.6 0.85", style="rounded"];
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23[label = "retrieve_synthetic_electricity_demand", color = "0.09 0.6 0.85", style="rounded"];
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24[label = "build_renewable_profiles", color = "0.20 0.6 0.85", style="rounded"];
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25[label = "determine_availability_matrix\ntechnology: offwind-dc", color = "0.24 0.6 0.85", style="rounded"];
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26[label = "build_renewable_profiles", color = "0.20 0.6 0.85", style="rounded"];
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27[label = "determine_availability_matrix\ntechnology: offwind-float", color = "0.24 0.6 0.85", style="rounded"];
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28[label = "cluster_gas_network", color = "0.39 0.6 0.85", style="rounded"];
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29[label = "build_gas_network", color = "0.29 0.6 0.85", style="rounded"];
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30[label = "retrieve_gas_infrastructure_data", color = "0.25 0.6 0.85", style="rounded"];
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31[label = "build_gas_input_locations", color = "0.58 0.6 0.85", style="rounded"];
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32[label = "retrieve_gem_europe_gas_tracker", color = "0.05 0.6 0.85", style="rounded"];
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33[label = "time_aggregation", color = "0.66 0.6 0.85", style="rounded"];
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34[label = "prepare_network\nll: v1.5\nopts: ", color = "0.55 0.6 0.85", style="rounded"];
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35[label = "add_electricity", color = "0.36 0.6 0.85", style="rounded"];
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36[label = "build_renewable_profiles", color = "0.20 0.6 0.85", style="rounded"];
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37[label = "determine_availability_matrix\ntechnology: solar", color = "0.24 0.6 0.85", style="rounded"];
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38[label = "build_renewable_profiles", color = "0.20 0.6 0.85", style="rounded"];
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39[label = "determine_availability_matrix\ntechnology: solar-hsat", color = "0.24 0.6 0.85", style="rounded"];
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40[label = "build_renewable_profiles", color = "0.20 0.6 0.85", style="rounded"];
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41[label = "determine_availability_matrix\ntechnology: onwind", color = "0.24 0.6 0.85", style="rounded"];
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42[label = "retrieve_cost_data\nyear: 2030", color = "0.55 0.6 0.85", style="rounded"];
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43[label = "build_powerplants", color = "0.18 0.6 0.85", style="rounded"];
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44[label = "build_hourly_heat_demand", color = "0.29 0.6 0.85", style="rounded"];
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45[label = "build_daily_heat_demand", color = "0.40 0.6 0.85", style="rounded"];
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46[label = "build_population_layouts", color = "0.27 0.6 0.85", style="rounded"];
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47[label = "retrieve_worldbank_urban_population", color = "0.30 0.6 0.85", style="rounded"];
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48[label = "build_solar_thermal_profiles", color = "0.27 0.6 0.85", style="rounded"];
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49[label = "retrieve_eurostat_data", color = "0.13 0.6 0.85", style="rounded"];
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50[label = "build_population_weighted_energy_totals\nkind: energy", color = "0.24 0.6 0.85", style="rounded"];
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51[label = "build_energy_totals", color = "0.26 0.6 0.85", style="rounded"];
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52[label = "retrieve_jrc_idees", color = "0.48 0.6 0.85", style="rounded"];
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53[label = "retrieve_eurostat_household_data", color = "0.12 0.6 0.85", style="rounded"];
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54[label = "build_clustered_population_layouts", color = "0.35 0.6 0.85", style="rounded"];
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55[label = "build_population_weighted_energy_totals\nkind: heat", color = "0.24 0.6 0.85", style="rounded"];
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56[label = "build_heat_totals", color = "0.01 0.6 0.85", style="rounded"];
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57[label = "build_shipping_demand", color = "0.60 0.6 0.85", style="rounded"];
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58[label = "build_transport_demand", color = "0.50 0.6 0.85", style="rounded"];
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59[label = "build_temperature_profiles", color = "0.54 0.6 0.85", style="rounded"];
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60[label = "build_biomass_potentials\nplanning_horizons: 2030", color = "0.45 0.6 0.85", style="rounded"];
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61[label = "retrieve_jrc_enspreso_biomass", color = "0.07 0.6 0.85", style="rounded"];
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62[label = "build_salt_cavern_potentials", color = "0.18 0.6 0.85", style="rounded"];
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63[label = "build_industrial_energy_demand_per_node", color = "0.65 0.6 0.85", style="rounded"];
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64[label = "build_industry_sector_ratios_intermediate\nplanning_horizons: 2030", color = "0.64 0.6 0.85", style="rounded"];
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65[label = "build_industry_sector_ratios", color = "0.51 0.6 0.85", style="rounded"];
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66[label = "build_ammonia_production", color = "0.15 0.6 0.85", style="rounded"];
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67[label = "retrieve_usgs_ammonia_production", color = "0.38 0.6 0.85", style="rounded"];
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68[label = "build_industrial_energy_demand_per_country_today", color = "0.65 0.6 0.85", style="rounded"];
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69[label = "build_industrial_production_per_country", color = "0.11 0.6 0.85", style="rounded"];
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70[label = "build_industrial_production_per_node", color = "0.07 0.6 0.85", style="rounded"];
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71[label = "build_industrial_distribution_key", color = "0.48 0.6 0.85", style="rounded"];
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72[label = "retrieve_hotmaps_industrial_sites", color = "0.20 0.6 0.85", style="rounded"];
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73[label = "retrieve_gem_steel_plant_tracker", color = "0.10 0.6 0.85", style="rounded"];
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74[label = "build_industrial_production_per_country_tomorrow\nplanning_horizons: 2030", color = "0.34 0.6 0.85", style="rounded"];
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75[label = "build_industrial_energy_demand_per_node_today", color = "0.28 0.6 0.85", style="rounded"];
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76[label = "build_district_heat_share\nplanning_horizons: 2030", color = "0.57 0.6 0.85", style="rounded"];
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77[label = "build_cop_profiles", color = "0.02 0.6 0.85", style="rounded"];
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78[label = "build_central_heating_temperature_profiles", color = "0.15 0.6 0.85", style="rounded"];
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79[label = "plot_power_network_clustered", color = "0.43 0.6 0.85", style="rounded"];
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80[label = "plot_power_network", color = "0.05 0.6 0.85", style="rounded"];
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81[label = "plot_hydrogen_network", color = "0.52 0.6 0.85", style="rounded"];
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82[label = "plot_gas_network", color = "0.46 0.6 0.85", style="rounded"];
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1 -> 0
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54 -> 76
|
|
78 -> 77
|
|
59 -> 77
|
|
14 -> 77
|
|
59 -> 78
|
|
14 -> 78
|
|
14 -> 79
|
|
3 -> 80
|
|
14 -> 80
|
|
3 -> 81
|
|
14 -> 81
|
|
3 -> 82
|
|
14 -> 82
|
|
}
|
|
|
|
|
|
|
|
|
Myopic Foresight Scenarios
|
|
===================================
|
|
|
|
Configuration
|
|
-------------
|
|
|
|
To activate the myopic foresight mode, set
|
|
|
|
.. code:: yaml
|
|
|
|
foresight: myopic
|
|
|
|
Scenarios can be defined like for electricity-only studies, but with additional
|
|
wildcard options. For the myopic foresight mode, the ``{planning_horizons}`` wildcard
|
|
defines the sequence of investment horizons.
|
|
|
|
.. literalinclude:: ../config/test/config.myopic.yaml
|
|
:language: yaml
|
|
:start-at: scenario:
|
|
:end-before: countries:
|
|
|
|
For allowed wildcard values, refer to :ref:`wildcards`.
|
|
|
|
In the myopic foresight mode, you can tweak for instance exogenously given transition paths, like the one for
|
|
the share of primary steel production we change below:
|
|
|
|
.. literalinclude:: ../config/test/config.myopic.yaml
|
|
:language: yaml
|
|
:start-at: industry:
|
|
:end-before: solving:
|
|
|
|
Documentation for all options will be added successively to :ref:`config`.
|
|
|
|
Execution
|
|
---------
|
|
|
|
To run a myopic foresight scenario with the specifications above, run
|
|
|
|
.. code:: bash
|
|
|
|
snakemake -call all --configfile config/test/config.myopic.yaml
|
|
|
|
which will result in additional jobs ``snakemake`` wants to run, which
|
|
translates to the following workflow diagram which nicely outlines how the
|
|
sequential pathway optimisation with myopic foresight is implemented in the
|
|
workflow:
|
|
|
|
.. graphviz::
|
|
:class: full-width
|
|
:align: center
|
|
|
|
digraph snakemake_dag {
|
|
graph[bgcolor=white, margin=0];
|
|
node[shape=box, style=rounded, fontname=sans, fontsize=10, penwidth=2];
|
|
edge[penwidth=2, color=grey];
|
|
0[label = "all", color = "0.58 0.6 0.85", style="rounded"];
|
|
1[label = "plot_summary", color = "0.14 0.6 0.85", style="rounded"];
|
|
2[label = "make_summary", color = "0.16 0.6 0.85", style="rounded"];
|
|
3[label = "solve_sector_network_myopic", color = "0.04 0.6 0.85", style="rounded"];
|
|
4[label = "add_existing_baseyear", color = "0.29 0.6 0.85", style="rounded"];
|
|
5[label = "prepare_sector_network\nsector_opts: ", color = "0.01 0.6 0.85", style="rounded"];
|
|
6[label = "build_renewable_profiles", color = "0.29 0.6 0.85", style="rounded"];
|
|
7[label = "determine_availability_matrix\ntechnology: offwind-ac", color = "0.48 0.6 0.85", style="rounded"];
|
|
8[label = "retrieve_databundle", color = "0.25 0.6 0.85", style="rounded"];
|
|
9[label = "build_ship_raster", color = "0.35 0.6 0.85", style="rounded"];
|
|
10[label = "retrieve_ship_raster", color = "0.36 0.6 0.85", style="rounded"];
|
|
11[label = "retrieve_cutout\ncutout: be-03-2013-era5", color = "0.37 0.6 0.85", style="rounded"];
|
|
12[label = "build_shapes", color = "0.64 0.6 0.85", style="rounded"];
|
|
13[label = "retrieve_naturalearth_countries", color = "0.39 0.6 0.85", style="rounded"];
|
|
14[label = "retrieve_eez", color = "0.43 0.6 0.85", style="rounded"];
|
|
15[label = "cluster_network\nclusters: 5", color = "0.36 0.6 0.85", style="rounded"];
|
|
16[label = "simplify_network", color = "0.13 0.6 0.85", style="rounded"];
|
|
17[label = "add_transmission_projects_and_dlr", color = "0.05 0.6 0.85", style="rounded"];
|
|
18[label = "base_network", color = "0.34 0.6 0.85", style="rounded"];
|
|
19[label = "retrieve_osm_prebuilt", color = "0.39 0.6 0.85", style="rounded"];
|
|
20[label = "build_transmission_projects", color = "0.17 0.6 0.85", style="rounded"];
|
|
21[label = "build_electricity_demand_base", color = "0.41 0.6 0.85", style="rounded"];
|
|
22[label = "build_electricity_demand", color = "0.26 0.6 0.85", style="rounded"];
|
|
23[label = "retrieve_electricity_demand", color = "0.32 0.6 0.85", style="rounded"];
|
|
24[label = "retrieve_synthetic_electricity_demand", color = "0.60 0.6 0.85", style="rounded"];
|
|
25[label = "build_renewable_profiles", color = "0.29 0.6 0.85", style="rounded"];
|
|
26[label = "determine_availability_matrix\ntechnology: offwind-dc", color = "0.48 0.6 0.85", style="rounded"];
|
|
27[label = "build_renewable_profiles", color = "0.29 0.6 0.85", style="rounded"];
|
|
28[label = "determine_availability_matrix\ntechnology: offwind-float", color = "0.48 0.6 0.85", style="rounded"];
|
|
29[label = "cluster_gas_network", color = "0.50 0.6 0.85", style="rounded"];
|
|
30[label = "build_gas_network", color = "0.12 0.6 0.85", style="rounded"];
|
|
31[label = "retrieve_gas_infrastructure_data", color = "0.09 0.6 0.85", style="rounded"];
|
|
32[label = "build_gas_input_locations", color = "0.06 0.6 0.85", style="rounded"];
|
|
33[label = "retrieve_gem_europe_gas_tracker", color = "0.11 0.6 0.85", style="rounded"];
|
|
34[label = "time_aggregation", color = "0.64 0.6 0.85", style="rounded"];
|
|
35[label = "prepare_network\nll: v1.5\nopts: ", color = "0.25 0.6 0.85", style="rounded"];
|
|
36[label = "add_electricity", color = "0.30 0.6 0.85", style="rounded"];
|
|
37[label = "build_renewable_profiles", color = "0.29 0.6 0.85", style="rounded"];
|
|
38[label = "determine_availability_matrix\ntechnology: solar", color = "0.48 0.6 0.85", style="rounded"];
|
|
39[label = "build_renewable_profiles", color = "0.29 0.6 0.85", style="rounded"];
|
|
40[label = "determine_availability_matrix\ntechnology: solar-hsat", color = "0.48 0.6 0.85", style="rounded"];
|
|
41[label = "build_renewable_profiles", color = "0.29 0.6 0.85", style="rounded"];
|
|
42[label = "determine_availability_matrix\ntechnology: onwind", color = "0.48 0.6 0.85", style="rounded"];
|
|
43[label = "retrieve_cost_data\nyear: 2030", color = "0.61 0.6 0.85", style="rounded"];
|
|
44[label = "build_powerplants", color = "0.51 0.6 0.85", style="rounded"];
|
|
45[label = "build_hourly_heat_demand", color = "0.07 0.6 0.85", style="rounded"];
|
|
46[label = "build_daily_heat_demand", color = "0.12 0.6 0.85", style="rounded"];
|
|
47[label = "build_population_layouts", color = "0.40 0.6 0.85", style="rounded"];
|
|
48[label = "retrieve_worldbank_urban_population", color = "0.65 0.6 0.85", style="rounded"];
|
|
49[label = "build_solar_thermal_profiles", color = "0.40 0.6 0.85", style="rounded"];
|
|
50[label = "retrieve_eurostat_data", color = "0.45 0.6 0.85", style="rounded"];
|
|
51[label = "build_population_weighted_energy_totals\nkind: energy", color = "0.02 0.6 0.85", style="rounded"];
|
|
52[label = "build_energy_totals", color = "0.23 0.6 0.85", style="rounded"];
|
|
53[label = "retrieve_jrc_idees", color = "0.35 0.6 0.85", style="rounded"];
|
|
54[label = "retrieve_eurostat_household_data", color = "0.19 0.6 0.85", style="rounded"];
|
|
55[label = "build_clustered_population_layouts", color = "0.24 0.6 0.85", style="rounded"];
|
|
56[label = "build_population_weighted_energy_totals\nkind: heat", color = "0.02 0.6 0.85", style="rounded"];
|
|
57[label = "build_heat_totals", color = "0.66 0.6 0.85", style="rounded"];
|
|
58[label = "build_shipping_demand", color = "0.59 0.6 0.85", style="rounded"];
|
|
59[label = "build_transport_demand", color = "0.19 0.6 0.85", style="rounded"];
|
|
60[label = "build_temperature_profiles", color = "0.27 0.6 0.85", style="rounded"];
|
|
61[label = "build_biomass_potentials\nplanning_horizons: 2030", color = "0.08 0.6 0.85", style="rounded"];
|
|
62[label = "retrieve_jrc_enspreso_biomass", color = "0.18 0.6 0.85", style="rounded"];
|
|
63[label = "build_salt_cavern_potentials", color = "0.57 0.6 0.85", style="rounded"];
|
|
64[label = "build_industrial_energy_demand_per_node", color = "0.13 0.6 0.85", style="rounded"];
|
|
65[label = "build_industry_sector_ratios_intermediate\nplanning_horizons: 2030", color = "0.05 0.6 0.85", style="rounded"];
|
|
66[label = "build_industry_sector_ratios", color = "0.28 0.6 0.85", style="rounded"];
|
|
67[label = "build_ammonia_production", color = "0.22 0.6 0.85", style="rounded"];
|
|
68[label = "retrieve_usgs_ammonia_production", color = "0.49 0.6 0.85", style="rounded"];
|
|
69[label = "build_industrial_energy_demand_per_country_today", color = "0.20 0.6 0.85", style="rounded"];
|
|
70[label = "build_industrial_production_per_country", color = "0.18 0.6 0.85", style="rounded"];
|
|
71[label = "build_industrial_production_per_node", color = "0.32 0.6 0.85", style="rounded"];
|
|
72[label = "build_industrial_distribution_key", color = "0.55 0.6 0.85", style="rounded"];
|
|
73[label = "retrieve_hotmaps_industrial_sites", color = "0.16 0.6 0.85", style="rounded"];
|
|
74[label = "retrieve_gem_steel_plant_tracker", color = "0.47 0.6 0.85", style="rounded"];
|
|
75[label = "build_industrial_production_per_country_tomorrow\nplanning_horizons: 2030", color = "0.21 0.6 0.85", style="rounded"];
|
|
76[label = "build_industrial_energy_demand_per_node_today", color = "0.00 0.6 0.85", style="rounded"];
|
|
77[label = "build_district_heat_share\nplanning_horizons: 2030", color = "0.08 0.6 0.85", style="rounded"];
|
|
78[label = "build_cop_profiles", color = "0.44 0.6 0.85", style="rounded"];
|
|
79[label = "build_central_heating_temperature_profiles", color = "0.42 0.6 0.85", style="rounded"];
|
|
80[label = "build_existing_heating_distribution", color = "0.42 0.6 0.85", style="rounded"];
|
|
81[label = "solve_sector_network_myopic", color = "0.04 0.6 0.85", style="rounded"];
|
|
82[label = "add_brownfield", color = "0.37 0.6 0.85", style="rounded"];
|
|
83[label = "prepare_sector_network\nsector_opts: ", color = "0.01 0.6 0.85", style="rounded"];
|
|
84[label = "build_biomass_potentials\nplanning_horizons: 2040", color = "0.08 0.6 0.85", style="rounded"];
|
|
85[label = "retrieve_cost_data\nyear: 2040", color = "0.61 0.6 0.85", style="rounded"];
|
|
86[label = "build_industrial_energy_demand_per_node", color = "0.13 0.6 0.85", style="rounded"];
|
|
87[label = "build_industry_sector_ratios_intermediate\nplanning_horizons: 2040", color = "0.05 0.6 0.85", style="rounded"];
|
|
88[label = "build_industrial_production_per_node", color = "0.32 0.6 0.85", style="rounded"];
|
|
89[label = "build_industrial_production_per_country_tomorrow\nplanning_horizons: 2040", color = "0.21 0.6 0.85", style="rounded"];
|
|
90[label = "build_district_heat_share\nplanning_horizons: 2040", color = "0.08 0.6 0.85", style="rounded"];
|
|
91[label = "solve_sector_network_myopic", color = "0.04 0.6 0.85", style="rounded"];
|
|
92[label = "add_brownfield", color = "0.37 0.6 0.85", style="rounded"];
|
|
93[label = "prepare_sector_network\nsector_opts: ", color = "0.01 0.6 0.85", style="rounded"];
|
|
94[label = "build_biomass_potentials\nplanning_horizons: 2050", color = "0.08 0.6 0.85", style="rounded"];
|
|
95[label = "retrieve_cost_data\nyear: 2050", color = "0.61 0.6 0.85", style="rounded"];
|
|
96[label = "build_industrial_energy_demand_per_node", color = "0.13 0.6 0.85", style="rounded"];
|
|
97[label = "build_industry_sector_ratios_intermediate\nplanning_horizons: 2050", color = "0.05 0.6 0.85", style="rounded"];
|
|
98[label = "build_industrial_production_per_node", color = "0.32 0.6 0.85", style="rounded"];
|
|
99[label = "build_industrial_production_per_country_tomorrow\nplanning_horizons: 2050", color = "0.21 0.6 0.85", style="rounded"];
|
|
100[label = "build_district_heat_share\nplanning_horizons: 2050", color = "0.08 0.6 0.85", style="rounded"];
|
|
101[label = "plot_power_network_clustered", color = "0.27 0.6 0.85", style="rounded"];
|
|
102[label = "plot_power_network", color = "0.54 0.6 0.85", style="rounded"];
|
|
103[label = "plot_power_network", color = "0.54 0.6 0.85", style="rounded"];
|
|
104[label = "plot_power_network", color = "0.54 0.6 0.85", style="rounded"];
|
|
105[label = "plot_hydrogen_network", color = "0.02 0.6 0.85", style="rounded"];
|
|
106[label = "plot_hydrogen_network", color = "0.02 0.6 0.85", style="rounded"];
|
|
107[label = "plot_hydrogen_network", color = "0.02 0.6 0.85", style="rounded"];
|
|
1 -> 0
|
|
2 -> 1
|
|
50 -> 1
|
|
8 -> 1
|
|
3 -> 2
|
|
81 -> 2
|
|
91 -> 2
|
|
43 -> 2
|
|
101 -> 2
|
|
102 -> 2
|
|
103 -> 2
|
|
104 -> 2
|
|
105 -> 2
|
|
106 -> 2
|
|
107 -> 2
|
|
4 -> 3
|
|
43 -> 3
|
|
5 -> 4
|
|
44 -> 4
|
|
16 -> 4
|
|
15 -> 4
|
|
55 -> 4
|
|
43 -> 4
|
|
78 -> 4
|
|
80 -> 4
|
|
52 -> 4
|
|
6 -> 5
|
|
25 -> 5
|
|
27 -> 5
|
|
29 -> 5
|
|
32 -> 5
|
|
34 -> 5
|
|
35 -> 5
|
|
50 -> 5
|
|
51 -> 5
|
|
56 -> 5
|
|
58 -> 5
|
|
59 -> 5
|
|
52 -> 5
|
|
8 -> 5
|
|
61 -> 5
|
|
43 -> 5
|
|
63 -> 5
|
|
16 -> 5
|
|
15 -> 5
|
|
55 -> 5
|
|
64 -> 5
|
|
45 -> 5
|
|
71 -> 5
|
|
77 -> 5
|
|
60 -> 5
|
|
78 -> 5
|
|
49 -> 5
|
|
7 -> 6
|
|
12 -> 6
|
|
15 -> 6
|
|
11 -> 6
|
|
8 -> 7
|
|
9 -> 7
|
|
12 -> 7
|
|
15 -> 7
|
|
11 -> 7
|
|
10 -> 9
|
|
11 -> 9
|
|
13 -> 12
|
|
14 -> 12
|
|
8 -> 12
|
|
16 -> 15
|
|
21 -> 15
|
|
17 -> 16
|
|
18 -> 16
|
|
18 -> 17
|
|
20 -> 17
|
|
19 -> 18
|
|
12 -> 18
|
|
18 -> 20
|
|
12 -> 20
|
|
16 -> 21
|
|
12 -> 21
|
|
22 -> 21
|
|
23 -> 22
|
|
24 -> 22
|
|
26 -> 25
|
|
12 -> 25
|
|
15 -> 25
|
|
11 -> 25
|
|
8 -> 26
|
|
9 -> 26
|
|
12 -> 26
|
|
15 -> 26
|
|
11 -> 26
|
|
28 -> 27
|
|
12 -> 27
|
|
15 -> 27
|
|
11 -> 27
|
|
8 -> 28
|
|
9 -> 28
|
|
12 -> 28
|
|
15 -> 28
|
|
11 -> 28
|
|
30 -> 29
|
|
15 -> 29
|
|
31 -> 30
|
|
33 -> 32
|
|
31 -> 32
|
|
15 -> 32
|
|
35 -> 34
|
|
45 -> 34
|
|
49 -> 34
|
|
36 -> 35
|
|
43 -> 35
|
|
37 -> 36
|
|
39 -> 36
|
|
41 -> 36
|
|
6 -> 36
|
|
25 -> 36
|
|
27 -> 36
|
|
15 -> 36
|
|
43 -> 36
|
|
44 -> 36
|
|
21 -> 36
|
|
38 -> 37
|
|
12 -> 37
|
|
15 -> 37
|
|
11 -> 37
|
|
8 -> 38
|
|
12 -> 38
|
|
15 -> 38
|
|
11 -> 38
|
|
40 -> 39
|
|
12 -> 39
|
|
15 -> 39
|
|
11 -> 39
|
|
8 -> 40
|
|
12 -> 40
|
|
15 -> 40
|
|
11 -> 40
|
|
42 -> 41
|
|
12 -> 41
|
|
15 -> 41
|
|
11 -> 41
|
|
8 -> 42
|
|
12 -> 42
|
|
15 -> 42
|
|
11 -> 42
|
|
15 -> 44
|
|
46 -> 45
|
|
47 -> 46
|
|
15 -> 46
|
|
11 -> 46
|
|
12 -> 47
|
|
48 -> 47
|
|
11 -> 47
|
|
47 -> 49
|
|
15 -> 49
|
|
11 -> 49
|
|
52 -> 51
|
|
55 -> 51
|
|
12 -> 52
|
|
8 -> 52
|
|
53 -> 52
|
|
50 -> 52
|
|
54 -> 52
|
|
47 -> 55
|
|
15 -> 55
|
|
11 -> 55
|
|
57 -> 56
|
|
55 -> 56
|
|
52 -> 57
|
|
12 -> 58
|
|
15 -> 58
|
|
52 -> 58
|
|
55 -> 59
|
|
51 -> 59
|
|
52 -> 59
|
|
8 -> 59
|
|
60 -> 59
|
|
47 -> 60
|
|
15 -> 60
|
|
11 -> 60
|
|
62 -> 61
|
|
50 -> 61
|
|
8 -> 61
|
|
15 -> 61
|
|
12 -> 61
|
|
8 -> 63
|
|
15 -> 63
|
|
65 -> 64
|
|
71 -> 64
|
|
76 -> 64
|
|
66 -> 65
|
|
69 -> 65
|
|
70 -> 65
|
|
67 -> 66
|
|
53 -> 66
|
|
68 -> 67
|
|
52 -> 69
|
|
53 -> 69
|
|
70 -> 69
|
|
67 -> 70
|
|
53 -> 70
|
|
50 -> 70
|
|
72 -> 71
|
|
75 -> 71
|
|
15 -> 72
|
|
55 -> 72
|
|
73 -> 72
|
|
74 -> 72
|
|
70 -> 75
|
|
72 -> 76
|
|
69 -> 76
|
|
52 -> 77
|
|
55 -> 77
|
|
79 -> 78
|
|
60 -> 78
|
|
15 -> 78
|
|
60 -> 79
|
|
15 -> 79
|
|
55 -> 80
|
|
51 -> 80
|
|
77 -> 80
|
|
82 -> 81
|
|
85 -> 81
|
|
37 -> 82
|
|
39 -> 82
|
|
41 -> 82
|
|
6 -> 82
|
|
25 -> 82
|
|
27 -> 82
|
|
16 -> 82
|
|
15 -> 82
|
|
83 -> 82
|
|
3 -> 82
|
|
85 -> 82
|
|
78 -> 82
|
|
6 -> 83
|
|
25 -> 83
|
|
27 -> 83
|
|
29 -> 83
|
|
32 -> 83
|
|
34 -> 83
|
|
35 -> 83
|
|
50 -> 83
|
|
51 -> 83
|
|
56 -> 83
|
|
58 -> 83
|
|
59 -> 83
|
|
52 -> 83
|
|
8 -> 83
|
|
84 -> 83
|
|
85 -> 83
|
|
63 -> 83
|
|
16 -> 83
|
|
15 -> 83
|
|
55 -> 83
|
|
86 -> 83
|
|
45 -> 83
|
|
88 -> 83
|
|
90 -> 83
|
|
60 -> 83
|
|
78 -> 83
|
|
49 -> 83
|
|
62 -> 84
|
|
50 -> 84
|
|
8 -> 84
|
|
15 -> 84
|
|
12 -> 84
|
|
87 -> 86
|
|
88 -> 86
|
|
76 -> 86
|
|
66 -> 87
|
|
69 -> 87
|
|
70 -> 87
|
|
72 -> 88
|
|
89 -> 88
|
|
70 -> 89
|
|
52 -> 90
|
|
55 -> 90
|
|
92 -> 91
|
|
95 -> 91
|
|
37 -> 92
|
|
39 -> 92
|
|
41 -> 92
|
|
6 -> 92
|
|
25 -> 92
|
|
27 -> 92
|
|
16 -> 92
|
|
15 -> 92
|
|
93 -> 92
|
|
81 -> 92
|
|
95 -> 92
|
|
78 -> 92
|
|
6 -> 93
|
|
25 -> 93
|
|
27 -> 93
|
|
29 -> 93
|
|
32 -> 93
|
|
34 -> 93
|
|
35 -> 93
|
|
50 -> 93
|
|
51 -> 93
|
|
56 -> 93
|
|
58 -> 93
|
|
59 -> 93
|
|
52 -> 93
|
|
8 -> 93
|
|
94 -> 93
|
|
95 -> 93
|
|
63 -> 93
|
|
16 -> 93
|
|
15 -> 93
|
|
55 -> 93
|
|
96 -> 93
|
|
45 -> 93
|
|
98 -> 93
|
|
100 -> 93
|
|
60 -> 93
|
|
78 -> 93
|
|
49 -> 93
|
|
62 -> 94
|
|
50 -> 94
|
|
8 -> 94
|
|
15 -> 94
|
|
12 -> 94
|
|
97 -> 96
|
|
98 -> 96
|
|
76 -> 96
|
|
66 -> 97
|
|
69 -> 97
|
|
70 -> 97
|
|
72 -> 98
|
|
99 -> 98
|
|
70 -> 99
|
|
52 -> 100
|
|
55 -> 100
|
|
15 -> 101
|
|
3 -> 102
|
|
15 -> 102
|
|
81 -> 103
|
|
15 -> 103
|
|
91 -> 104
|
|
15 -> 104
|
|
3 -> 105
|
|
15 -> 105
|
|
81 -> 106
|
|
15 -> 106
|
|
91 -> 107
|
|
15 -> 107
|
|
}
|
|
|
|
|
|
|
|
|
|
|
Scaling-Up
|
|
==========
|
|
|
|
If you now feel confident and want to tackle runs with larger temporal, technological and
|
|
spatial scope, clean-up the repository and after modifying the ``config/config.yaml`` file
|
|
target the collection rule ``all`` again without providing the test
|
|
configuration file.
|
|
|
|
.. code:: bash
|
|
|
|
snakemake -call purge
|
|
snakemake -call all
|
|
|
|
.. note::
|
|
|
|
It is good practice to perform a dry-run using the option `-n`, before you
|
|
commit to a run:
|
|
|
|
.. code:: bash
|
|
|
|
snakemake -call all -n
|