Multi horizon

.github/workflows/ci.yaml

@@ -83,6 +83,7 @@ jobs:
         snakemake -call solve_elec_networks --configfile config/test/config.electricity.yaml --rerun-triggers=mtime
         snakemake -call all --configfile config/test/config.overnight.yaml --rerun-triggers=mtime
         snakemake -call all --configfile config/test/config.myopic.yaml --rerun-triggers=mtime
+        snakemake -call all --configfile config/test/config.perfect.yaml --rerun-triggers=mtime
 
     - name: Upload artifacts
       uses: actions/upload-artifact@v3

.gitignore

@@ -8,6 +8,7 @@ __pycache__
 *dconf
 gurobi.log
 .vscode
+*.orig
 
 /bak
 /resources

Snakefile

@@ -66,6 +66,11 @@ if config["foresight"] == "myopic":
     include: "rules/solve_myopic.smk"
 
 
+if config["foresight"] == "perfect":
+
+    include: "rules/solve_perfect.smk"
+
+
 rule all:
     input:
         RESULTS + "graphs/costs.pdf",

config/config.default.yaml

@@ -461,6 +461,7 @@ sector:
     years_of_storage: 25
   co2_sequestration_potential: 200
   co2_sequestration_cost: 10
+  co2_sequestration_lifetime: 50
   co2_spatial: false
   co2network: false
   cc_fraction: 0.9
@@ -491,6 +492,20 @@ sector:
     OCGT: gas
   biomass_to_liquid: false
   biosng: false
+  limit_max_growth:
+    enable: false
+    # allowing 30% larger than max historic growth
+    factor: 1.3
+    max_growth:  # unit GW
+      onwind: 16 # onshore max grow so far 16 GW in Europe https://www.iea.org/reports/renewables-2020/wind
+      solar: 28 # solar max grow so far 28 GW in Europe https://www.iea.org/reports/renewables-2020/solar-pv
+      offwind-ac: 35 # offshore max grow so far 3.5 GW in Europe https://windeurope.org/about-wind/statistics/offshore/european-offshore-wind-industry-key-trends-statistics-2019/
+      offwind-dc: 35
+    max_relative_growth:
+      onwind: 3
+      solar: 3
+      offwind-ac: 3
+      offwind-dc: 3
 
 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#industry
 industry:
@@ -543,11 +558,13 @@ industry:
   hotmaps_locate_missing: false
   reference_year: 2015
 
+
 # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#costs
 costs:
   year: 2030
   version: v0.6.0
   rooftop_share: 0.14  # based on the potentials, assuming  (0.1 kW/m2 and 10 m2/person)
+  social_discountrate: 0.02
   fill_values:
     FOM: 0
     VOM: 0
@@ -761,6 +778,7 @@ plotting:
     gas pipeline new: '#a87c62'
     # oil
     oil: '#c9c9c9'
+    imported oil: '#a3a3a3'
     oil boiler: '#adadad'
     residential rural oil boiler: '#a9a9a9'
     services rural oil boiler: '#a5a5a5'
@@ -892,6 +910,7 @@ plotting:
     H2 for shipping: "#ebaee0"
     H2: '#bf13a0'
     hydrogen: '#bf13a0'
+    retrofitted H2 boiler: '#e5a0d9'
     SMR: '#870c71'
     SMR CC: '#4f1745'
     H2 liquefaction: '#d647bd'

config/config.perfect.yaml

@@ -0,0 +1,43 @@
+# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors
+#
+# SPDX-License-Identifier: CC0-1.0
+run:
+  name: "perfect"
+
+# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#foresight
+foresight: perfect
+
+# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#scenario
+# Wildcard docs in https://pypsa-eur.readthedocs.io/en/latest/wildcards.html
+scenario:
+  simpl:
+  - ''
+  ll:
+  - v1.0
+  clusters:
+  - 37
+  opts:
+  - ''
+  sector_opts:
+  - 1p5-4380H-T-H-B-I-A-solar+p3-dist1
+  - 1p7-4380H-T-H-B-I-A-solar+p3-dist1
+  - 2p0-4380H-T-H-B-I-A-solar+p3-dist1
+  planning_horizons:
+  - 2020
+  - 2030
+  - 2040
+  - 2050
+
+
+# docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget
+co2_budget:
+  # update of IPCC 6th AR compared to the 1.5SR. (discussed here: https://twitter.com/JoeriRogelj/status/1424743828339167233)
+  1p5: 34.2  # 25.7 # Budget in Gt CO2 for 1.5 for Europe, global 420 Gt, assuming per capita share
+  1p6: 43.259666  # 35  # Budget in Gt CO2 for 1.6 for Europe, global 580 Gt
+  1p7: 51.4  # 45  # Budget in Gt CO2 for 1.7 for Europe, global 800 Gt
+  2p0: 69.778  # 73.9 # Budget in Gt CO2 for 2 for Europe, global 1170 Gt
+
+
+sector:
+  min_part_load_fischer_tropsch: 0
+  min_part_load_methanolisation: 0

config/test/config.perfect.yaml

@@ -0,0 +1,91 @@
+# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors
+#
+# SPDX-License-Identifier: CC0-1.0
+
+tutorial: true
+
+run:
+  name: "test-sector-perfect"
+  disable_progressbar: true
+  shared_resources: true
+  shared_cutouts: true
+
+foresight: perfect
+
+scenario:
+  ll:
+  - v1.0
+  clusters:
+  - 5
+  sector_opts:
+  - 8760H-T-H-B-I-A-solar+p3-dist1
+  planning_horizons:
+  - 2030
+  - 2040
+  - 2050
+
+countries: ['BE']
+
+snapshots:
+  start: "2013-03-01"
+  end: "2013-03-08"
+
+electricity:
+  co2limit: 100.e+6
+
+  extendable_carriers:
+    Generator: [OCGT]
+    StorageUnit: [battery]
+    Store: [H2]
+    Link: [H2 pipeline]
+
+  renewable_carriers: [solar, onwind, offwind-ac, offwind-dc]
+
+sector:
+  min_part_load_fischer_tropsch: 0
+  min_part_load_methanolisation: 0
+atlite:
+  default_cutout: be-03-2013-era5
+  cutouts:
+    be-03-2013-era5:
+      module: era5
+      x: [4., 15.]
+      y: [46., 56.]
+      time: ["2013-03-01", "2013-03-08"]
+
+renewable:
+  onwind:
+    cutout: be-03-2013-era5
+  offwind-ac:
+    cutout: be-03-2013-era5
+    max_depth: false
+  offwind-dc:
+    cutout: be-03-2013-era5
+    max_depth: false
+  solar:
+    cutout: be-03-2013-era5
+
+industry:
+  St_primary_fraction:
+    2020: 0.8
+    2030: 0.6
+    2040: 0.5
+    2050: 0.4
+
+solving:
+  solver:
+    name: glpk
+    options: glpk-default
+  mem: 4000
+
+plotting:
+  map:
+    boundaries:
+  eu_node_location:
+    x: -5.5
+    y: 46.
+  costs_max: 1000
+  costs_threshold: 0.0000001
+  energy_max:
+  energy_min:
+  energy_threshold: 0.000001

doc/foresight.rst

@@ -41,10 +41,10 @@ Perfect foresight scenarios
 
 .. warning::
 
-  Perfect foresight is currently under development and not yet implemented.
+  Perfect foresight is currently implemented as a first test version.
 
-For running perfect foresight scenarios, in future versions you will be able to
-set in the ``config/config.yaml``:
+For running perfect foresight scenarios, you can adjust the
+ ``config/config.perfect.yaml``:
 
 .. code:: yaml
 

doc/release_notes.rst

@@ -20,6 +20,8 @@ Upcoming Release
 
 * Files extracted from sector-coupled data bundle have been moved from ``data/`` to ``data/sector-bundle``.
 
+* New feature multi-decade optimisation with  perfect foresight.
+
 * It is now possible to specify years for biomass potentials which do not exist
   in the JRC-ENSPRESO database, e.g. 2037. These are linearly interpolated.
 
@@ -32,6 +34,7 @@ Upcoming Release
 
 * A bug preventing custom powerplants specified in ``data/custom_powerplants.csv`` was fixed. (https://github.com/PyPSA/pypsa-eur/pull/732)
 
+
 PyPSA-Eur 0.8.1 (27th July 2023)
 ================================
 

envs/environment.yaml

@@ -55,5 +55,5 @@ dependencies:
 
 
 - pip:
-  - tsam>=1.1.0
-  - pypsa>=0.25.1
+  - git+https://github.com/fneum/tsam.git@performance
+  - pypsa>=0.25.2

rules/collect.smk

@@ -60,6 +60,15 @@ rule solve_sector_networks:
         ),
 
 
+rule solve_sector_networks_perfect:
+    input:
+        expand(
+            RESULTS
+            + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc",
+            **config["scenario"]
+        ),
+
+
 rule plot_networks:
     input:
         expand(

rules/postprocess.smk

@@ -8,31 +8,62 @@ localrules:
     copy_conda_env,
 
 
-rule plot_network:
-    params:
-        foresight=config["foresight"],
-        plotting=config["plotting"],
-    input:
-        network=RESULTS
-        + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc",
-        regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson",
-    output:
-        map=RESULTS
-        + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf",
-        today=RESULTS
-        + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}-today.pdf",
-    threads: 2
-    resources:
-        mem_mb=10000,
-    benchmark:
-        (
+if config["foresight"] != "perfect":
+
+    rule plot_network:
+        params:
+            foresight=config["foresight"],
+            plotting=config["plotting"],
+        input:
+            network=RESULTS
+            + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}.nc",
+            regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson",
+        output:
+            map=RESULTS
+            + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_{planning_horizons}.pdf",
+            today=RESULTS
+            + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}-today.pdf",
+        threads: 2
+        resources:
+            mem_mb=10000,
+        benchmark:
+            (
+                BENCHMARKS
+                + "plot_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
+            )
+        conda:
+            "../envs/environment.yaml"
+        script:
+            "../scripts/plot_network.py"
+
+
+if config["foresight"] == "perfect":
+
+    rule plot_network:
+        params:
+            foresight=config["foresight"],
+            plotting=config["plotting"],
+        input:
+            network=RESULTS
+            + "postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years.nc",
+            regions=RESOURCES + "regions_onshore_elec_s{simpl}_{clusters}.geojson",
+        output:
+            **{
+                f"map_{year}": RESULTS
+                + "maps/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}-costs-all_"
+                + f"{year}.pdf"
+                for year in config["scenario"]["planning_horizons"]
+            },
+        threads: 2
+        resources:
+            mem_mb=10000,
+        benchmark:
             BENCHMARKS
-            + "plot_network/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_{planning_horizons}"
-        )
-    conda:
-        "../envs/environment.yaml"
-    script:
-        "../scripts/plot_network.py"
+            +"postnetworks/elec_s{simpl}_{clusters}_l{ll}_{opts}_{sector_opts}_brownfield_all_years_benchmark"
+        conda:
+            "../envs/environment.yaml"
+        script:
+            "../scripts/plot_network.py"
 
 
 rule copy_config: