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gas network plotting adjustments

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This commit is contained in:
Fabian Neumann 2021-11-05 10:57:24 +01:00
parent 985705403e
commit 9e4e97690f
1 changed files with 22 additions and 26 deletions
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48
scripts/plot_network.py
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@ -282,15 +282,10 @@ def plot_h2_map(network):
subplot_kw={"projection": ccrs.PlateCarree()} subplot_kw={"projection": ccrs.PlateCarree()}
) )
bus_colors = {
"H2 Electrolysis": "m",
"H2 Fuel Cell": "slateblue"
}
n.plot( n.plot(
bus_sizes=bus_sizes, bus_sizes=bus_sizes,
bus_colors=bus_colors, bus_colors=snakemake.config['plotting']['tech_colors'],
link_colors='#afc6c7', link_colors='#a2f0f2',
link_widths=link_widths_total, link_widths=link_widths_total,
branch_components=["Link"], branch_components=["Link"],
ax=ax, ax=ax,
@ -310,7 +305,7 @@ def plot_h2_map(network):
handles = make_legend_circles_for( handles = make_legend_circles_for(
[50000, 10000], [50000, 10000],
scale=bus_size_factor, scale=bus_size_factor,
facecolor='k' facecolor='grey'
) )
labels = ["{} GW".format(s) for s in (50, 10)] labels = ["{} GW".format(s) for s in (50, 10)]
@ -331,7 +326,7 @@ def plot_h2_map(network):
labels = [] labels = []
for s in (50, 10): for s in (50, 10):
handles.append(plt.Line2D([0], [0], color="black", handles.append(plt.Line2D([0], [0], color="grey",
linewidth=s * 1e3 / linewidth_factor)) linewidth=s * 1e3 / linewidth_factor))
labels.append("{} GW".format(s)) labels.append("{} GW".format(s))
@ -349,7 +344,6 @@ def plot_h2_map(network):
fig.savefig( fig.savefig(
snakemake.output.map.replace("-costs-all","-h2_network"), snakemake.output.map.replace("-costs-all","-h2_network"),
transparent=True,
bbox_inches="tight" bbox_inches="tight"
) )
@ -363,7 +357,7 @@ def plot_ch4_map(network):
assign_location(n) assign_location(n)
bus_size_factor = 4e7 bus_size_factor = 6e7
linewidth_factor = 1e4 linewidth_factor = 1e4
# MW below which not drawn # MW below which not drawn
line_lower_threshold = 500 line_lower_threshold = 500
@ -371,12 +365,12 @@ def plot_ch4_map(network):
# Drop non-electric buses so they don't clutter the plot # Drop non-electric buses so they don't clutter the plot
n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True) n.buses.drop(n.buses.index[n.buses.carrier != "AC"], inplace=True)
elec = n.generators[n.generators.carrier=="gas"].index fossil_gas_i = n.generators[n.generators.carrier=="gas"].index
fossil_gas = n.generators_t.p.loc[:,fossil_gas_i].mul(n.snapshot_weightings.generators, axis=0).sum().groupby(n.generators.loc[fossil_gas_i,"bus"]).sum() / bus_size_factor
bus_sizes = n.generators_t.p.loc[:,elec].mul(n.snapshot_weightings.generators, axis=0).sum().groupby(n.generators.loc[elec,"bus"]).sum() / bus_size_factor fossil_gas.rename(index=lambda x: x.replace(" gas", ""), inplace=True)
bus_sizes.rename(index=lambda x: x.replace(" gas", ""), inplace=True) fossil_gas = fossil_gas.reindex(n.buses.index).fillna(0)
bus_sizes = bus_sizes.reindex(n.buses.index).fillna(0) # make a fake MultiIndex so that area is correct for legend
bus_sizes.index = pd.MultiIndex.from_product([bus_sizes.index, ["fossil gas"]]) fossil_gas.index = pd.MultiIndex.from_product([fossil_gas.index, ["fossil gas"]])
methanation_i = n.links[n.links.carrier.isin(["helmeth", "Sabatier"])].index methanation_i = n.links[n.links.carrier.isin(["helmeth", "Sabatier"])].index
methanation = abs(n.links_t.p1.loc[:,methanation_i].mul(n.snapshot_weightings.generators, axis=0)).sum().groupby(n.links.loc[methanation_i,"bus1"]).sum() / bus_size_factor methanation = abs(n.links_t.p1.loc[:,methanation_i].mul(n.snapshot_weightings.generators, axis=0)).sum().groupby(n.links.loc[methanation_i,"bus1"]).sum() / bus_size_factor
@ -390,7 +384,7 @@ def plot_ch4_map(network):
# make a fake MultiIndex so that area is correct for legend # make a fake MultiIndex so that area is correct for legend
biogas.index = pd.MultiIndex.from_product([biogas.index, ["biogas"]]) biogas.index = pd.MultiIndex.from_product([biogas.index, ["biogas"]])
bus_sizes = pd.concat([bus_sizes, methanation, biogas]) bus_sizes = pd.concat([fossil_gas, methanation, biogas])
bus_sizes.sort_index(inplace=True) bus_sizes.sort_index(inplace=True)
to_remove = n.links.index[~n.links.carrier.str.contains("gas pipeline")] to_remove = n.links.index[~n.links.carrier.str.contains("gas pipeline")]
@ -402,15 +396,17 @@ def plot_ch4_map(network):
link_widths_orig = n.links.p_nom / linewidth_factor link_widths_orig = n.links.p_nom / linewidth_factor
link_widths_orig[n.links.p_nom < line_lower_threshold] = 0. link_widths_orig[n.links.p_nom < line_lower_threshold] = 0.
link_color = n.links.carrier.map({"gas pipeline": "lightcoral", link_color = n.links.carrier.map({"gas pipeline": "#f08080",
"gas pipeline new": "red"}) "gas pipeline new": "#c46868"})
n.links.bus0 = n.links.bus0.str.replace(" gas", "") n.links.bus0 = n.links.bus0.str.replace(" gas", "")
n.links.bus1 = n.links.bus1.str.replace(" gas", "") n.links.bus1 = n.links.bus1.str.replace(" gas", "")
tech_colors = snakemake.config['plotting']['tech_colors']
bus_colors = { bus_colors = {
"fossil gas": 'maroon', "fossil gas": tech_colors["fossil gas"],
"methanation": "steelblue", "methanation": tech_colors["methanation"],
"biogas": "seagreen" "biogas": "seagreen"
} }
@ -437,11 +433,11 @@ def plot_ch4_map(network):
) )
handles = make_legend_circles_for( handles = make_legend_circles_for(
[200000, 1000000], [10e6, 100e6],
scale=bus_size_factor, scale=bus_size_factor,
facecolor='k' facecolor='grey'
) )
labels = ["{} MW".format(s) for s in (200, 1000)] labels = ["{} TWh".format(s) for s in (10, 100)]
l2 = ax.legend( l2 = ax.legend(
handles, labels, handles, labels,
@ -459,7 +455,7 @@ def plot_ch4_map(network):
labels = [] labels = []
for s in (50, 10): for s in (50, 10):
handles.append(plt.Line2D([0], [0], color="k", linewidth=s * 1e3 / linewidth_factor)) handles.append(plt.Line2D([0], [0], color="grey", linewidth=s * 1e3 / linewidth_factor))
labels.append("{} GW".format(s)) labels.append("{} GW".format(s))
l1_1 = ax.legend( l1_1 = ax.legend(