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industry: build nodal energy demand from nodal production

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This commit is contained in:
Tom Brown 2020-10-12 12:20:04 +02:00
parent f0937e203b
commit f2b347334d
2 changed files with 37 additions and 0 deletions
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@ -226,6 +226,17 @@ rule build_industrial_production_per_node:
script: 'scripts/build_industrial_production_per_node.py'
rule build_industrial_energy_demand_per_node:
input:
industry_sector_ratios="resources/industry_sector_ratios.csv",
industrial_production_per_node="resources/industrial_production_{network}_s{simpl}_{clusters}.csv"
output:
industrial_energy_demand_per_node="resources/industrial_energy_demand_{network}_s{simpl}_{clusters}.csv"
threads: 1
resources: mem_mb=1000
script: 'scripts/build_industrial_energy_demand_per_node.py'
rule build_industrial_energy_demand_per_country_today:
input:
ammonia_production="resources/ammonia_production.csv",

26
scripts/build_industrial_energy_demand_per_node.py Normal file
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@ -0,0 +1,26 @@
import pandas as pd
import numpy as np
# import EU ratios df as csv
industry_sector_ratios=pd.read_csv(snakemake.input.industry_sector_ratios,
index_col=0)
#material demand per node and industry (kton/a)
nodal_production = pd.read_csv(snakemake.input.industrial_production_per_node, index_col=0)
#final energy consumption per node and industry (TWh/a)
nodal_df = nodal_production.dot(industry_sector_ratios.T)
nodal_df*= 0.001 #GWh -> TWh (ktCO2 -> MtCO2)
rename_sectors = {'elec':'electricity',
'biomass':'solid biomass',
'heat':'low-temperature heat'}
nodal_df.rename(columns=rename_sectors,inplace=True)
nodal_df.index.name = "TWh/a (MtCO2/a)"
nodal_df.to_csv(snakemake.output.industrial_energy_demand_per_node,
float_format='%.2f')