103 lines
2.2 KiB
Python
103 lines
2.2 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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# SPDX-FileCopyrightText: : 2017-2023 The PyPSA-Eur Authors
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#
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# SPDX-License-Identifier: MIT
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"""
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Created on Fri Jun 30 10:50:53 2023.
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@author: fabian
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"""
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import matplotlib.pyplot as plt
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import pypsa
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import seaborn as sns
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sns.set_theme("paper", style="whitegrid")
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if __name__ == "__main__":
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if "snakemake" not in globals():
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from _helpers import mock_snakemake
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snakemake = mock_snakemake(
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"plot_statistics",
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simpl="",
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opts="Co2L-3h",
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clusters="37c",
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ll="v1.0",
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)
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n = pypsa.Network(snakemake.network)
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n.loads.carrier = "load"
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n.carriers.loc["load", ["nice_name", "color"]] = "Load", "darkred"
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colors = n.carriers.set_index("nice_name").color.where(lambda s: s != "", "lightgrey")
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def rename_index(ds):
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return ds.set_axis(ds.index.map(lambda x: f"{x[1]}\n({x[0].lower()})"))
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def plot_static_per_carrier(ds, ax, drop_zero=True):
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if drop_zero:
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ds = ds[ds != 0]
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ds = ds.dropna()
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c = colors[ds.index.get_level_values("carrier")]
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ds = ds.pipe(rename_index)
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label = f"{ds.attrs['name']} [{ds.attrs['unit']}]"
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ds.plot.barh(color=c.values, xlabel=label, ax=ax)
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fig, ax = plt.subplots()
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ds = n.statistics.capacity_factor().dropna()
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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fig, ax = plt.subplots()
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ds = n.statistics.installed_capacity().dropna()
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ds = ds.drop("Line")
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ds = ds / 1e3
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ds.attrs["unit"] = "GW"
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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fig, ax = plt.subplots()
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ds = n.statistics.optimal_capacity()
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ds = ds.drop("Line")
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ds = ds / 1e3
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ds.attrs["unit"] = "GW"
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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fig, ax = plt.subplots()
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ds = n.statistics.capex()
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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fig, ax = plt.subplots()
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ds = n.statistics.curtailment()
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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fig, ax = plt.subplots()
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ds = n.statistics.supply()
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ds = ds.drop("Line")
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ds = ds / 1e6
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ds.attrs["unit"] = "TWh"
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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fig, ax = plt.subplots()
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ds = n.statistics.withdrawal()
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ds = ds.drop("Line")
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ds = ds / -1e6
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ds.attrs["unit"] = "TWh"
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plot_static_per_carrier(ds, ax)
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# fig.savefig("")
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