split EU gas, EU biogas and EU gas for industry into gas bus for each cluster
This commit is contained in:
lisazeyen
parent
dbec103593
commit
4d913c9a93
@ -161,6 +161,7 @@ sector:
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'electricity_distribution_grid' : False
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'electricity_distribution_grid' : False
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'electricity_distribution_grid_cost_factor' : 1.0 #multiplies cost in data/costs.csv
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'electricity_distribution_grid_cost_factor' : 1.0 #multiplies cost in data/costs.csv
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'electricity_grid_connection' : True # only applies to onshore wind and utility PV
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'electricity_grid_connection' : True # only applies to onshore wind and utility PV
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'gas_network' : True
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'gas_distribution_grid' : True
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'gas_distribution_grid' : True
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'gas_distribution_grid_cost_factor' : 1.0 #multiplies cost in data/costs.csv
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'gas_distribution_grid_cost_factor' : 1.0 #multiplies cost in data/costs.csv
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@ -664,49 +664,55 @@ def prepare_costs(cost_file, USD_to_EUR, discount_rate, Nyears, lifetime):
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def add_generation(network):
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def add_generation(network):
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print("adding electricity generation")
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print("adding electricity generation")
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generator = "OCGT"
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carrier = "gas"
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nodes = pop_layout.index
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nodes = pop_layout.index
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# add gas buses at each region
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if options["gas_network"]:
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gas_nodes = nodes + " " + carrier
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else:
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gas_nodes = pd.Index(["EU " + carrier])
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network.add("Carrier",
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carrier)
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conventionals = [("OCGT","gas")]
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network.madd("Bus",
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gas_nodes,
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location=gas_nodes.str.replace(" " + carrier, ""),
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carrier=carrier)
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for generator,carrier in [("OCGT","gas")]:
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#use madd to get carrier inserted
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network.add("Carrier",
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network.madd("Store",
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carrier)
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gas_nodes + " Store",
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bus=gas_nodes,
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e_nom_extendable=True,
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e_cyclic=True,
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carrier=carrier,
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capital_cost=0.) #could correct to e.g. 0.2 EUR/kWh * annuity and O&M
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network.madd("Bus",
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network.madd("Generator",
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["EU " + carrier],
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gas_nodes,
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location="EU",
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bus=gas_nodes,
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carrier=carrier)
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p_nom_extendable=True,
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carrier=carrier,
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#use madd to get carrier inserted
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capital_cost=0.,
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network.madd("Store",
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marginal_cost=costs.at[carrier,'fuel'])
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["EU " + carrier + " Store"],
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bus=["EU " + carrier],
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e_nom_extendable=True,
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e_cyclic=True,
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carrier=carrier,
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capital_cost=0.) #could correct to e.g. 0.2 EUR/kWh * annuity and O&M
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network.add("Generator",
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"EU " + carrier,
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bus="EU " + carrier,
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p_nom_extendable=True,
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carrier=carrier,
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capital_cost=0.,
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marginal_cost=costs.at[carrier,'fuel'])
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network.madd("Link",
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network.madd("Link",
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nodes + " " + generator,
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nodes + " " + generator,
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bus0=["EU " + carrier]*len(nodes),
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bus0=gas_nodes,
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bus1=nodes,
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bus1=nodes,
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bus2="co2 atmosphere",
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bus2="co2 atmosphere",
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marginal_cost=costs.at[generator,'efficiency']*costs.at[generator,'VOM'], #NB: VOM is per MWel
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marginal_cost=costs.at[generator,'efficiency']*costs.at[generator,'VOM'], #NB: VOM is per MWel
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capital_cost=costs.at[generator,'efficiency']*costs.at[generator,'fixed'], #NB: fixed cost is per MWel
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capital_cost=costs.at[generator,'efficiency']*costs.at[generator,'fixed'], #NB: fixed cost is per MWel
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p_nom_extendable=True,
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p_nom_extendable=True,
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carrier=generator,
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carrier=generator,
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efficiency=costs.at[generator,'efficiency'],
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efficiency=costs.at[generator,'efficiency'],
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efficiency2=costs.at[carrier,'CO2 intensity'],
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efficiency2=costs.at[carrier,'CO2 intensity'],
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lifetime=costs.at[generator,'lifetime'])
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lifetime=costs.at[generator,'lifetime'])
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def add_wave(network, wave_cost_factor):
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def add_wave(network, wave_cost_factor):
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wave_fn = "data/WindWaveWEC_GLTB.xlsx"
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wave_fn = "data/WindWaveWEC_GLTB.xlsx"
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@ -871,8 +877,14 @@ def add_electricity_grid_connection(network):
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def add_storage(network):
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def add_storage(network):
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print("adding electricity storage")
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print("adding electricity storage")
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nodes = pop_layout.index
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nodes = pop_layout.index
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if options["gas_network"]:
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gas_nodes = nodes + " gas"
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else:
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gas_nodes = pd.Index(["EU gas"])
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network.add("Carrier","H2")
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network.add("Carrier","H2")
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@ -1010,7 +1022,7 @@ def add_storage(network):
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network.madd("Link",
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network.madd("Link",
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nodes + " Sabatier",
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nodes + " Sabatier",
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bus0=nodes+" H2",
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bus0=nodes+" H2",
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bus1=["EU gas"]*len(nodes),
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bus1=gas_nodes.repeat((len(nodes)//len(gas_nodes))),
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bus2="co2 stored",
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bus2="co2 stored",
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p_nom_extendable=True,
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p_nom_extendable=True,
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carrier="Sabatier",
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carrier="Sabatier",
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@ -1023,7 +1035,7 @@ def add_storage(network):
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network.madd("Link",
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network.madd("Link",
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nodes + " helmeth",
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nodes + " helmeth",
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bus0=nodes,
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bus0=nodes,
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bus1=["EU gas"]*len(nodes),
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bus1=gas_nodes.repeat((len(nodes)//len(gas_nodes))),
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bus2="co2 stored",
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bus2="co2 stored",
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carrier="helmeth",
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carrier="helmeth",
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p_nom_extendable=True,
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p_nom_extendable=True,
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@ -1036,7 +1048,7 @@ def add_storage(network):
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if options['SMR']:
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if options['SMR']:
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network.madd("Link",
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network.madd("Link",
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nodes + " SMR CC",
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nodes + " SMR CC",
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bus0=["EU gas"]*len(nodes),
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bus0=gas_nodes.repeat((len(nodes)//len(gas_nodes))),
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bus1=nodes+" H2",
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bus1=nodes+" H2",
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bus2="co2 atmosphere",
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bus2="co2 atmosphere",
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bus3="co2 stored",
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bus3="co2 stored",
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@ -1050,7 +1062,7 @@ def add_storage(network):
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network.madd("Link",
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network.madd("Link",
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nodes + " SMR",
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nodes + " SMR",
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bus0=["EU gas"]*len(nodes),
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bus0=gas_nodes.repeat((len(nodes)//len(gas_nodes))),
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bus1=nodes+" H2",
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bus1=nodes+" H2",
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bus2="co2 atmosphere",
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bus2="co2 atmosphere",
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p_nom_extendable=True,
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p_nom_extendable=True,
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@ -1184,6 +1196,11 @@ def add_heat(network):
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nodes = create_nodes_for_heat_sector()
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nodes = create_nodes_for_heat_sector()
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if options["gas_network"]:
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gas_nodes = pop_layout.index + " gas"
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else:
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gas_nodes = pd.Index(["EU gas"])
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#NB: must add costs of central heating afterwards (EUR 400 / kWpeak, 50a, 1% FOM from Fraunhofer ISE)
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#NB: must add costs of central heating afterwards (EUR 400 / kWpeak, 50a, 1% FOM from Fraunhofer ISE)
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urban_fraction = options['central_fraction']*pop_layout["urban"]/(pop_layout[["urban","rural"]].sum(axis=1))
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urban_fraction = options['central_fraction']*pop_layout["urban"]/(pop_layout[["urban","rural"]].sum(axis=1))
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@ -1200,6 +1217,12 @@ def add_heat(network):
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"urban central"]
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"urban central"]
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for name in heat_systems:
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for name in heat_systems:
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if options["gas_network"]:
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gas_nodes_region = gas_nodes[[gas_node.replace(" gas","")
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in nodes[name] for gas_node in gas_nodes]]
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else:
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gas_nodes_region = gas_nodes
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name_type = "central" if name == "urban central" else "decentral"
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name_type = "central" if name == "urban central" else "decentral"
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network.add("Carrier",name + " heat")
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network.add("Carrier",name + " heat")
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@ -1293,6 +1316,7 @@ def add_heat(network):
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if options["boilers"]:
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if options["boilers"]:
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network.madd("Link",
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network.madd("Link",
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nodes[name] + " " + name + " resistive heater",
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nodes[name] + " " + name + " resistive heater",
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bus0=nodes[name],
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bus0=nodes[name],
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@ -1306,7 +1330,7 @@ def add_heat(network):
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network.madd("Link",
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network.madd("Link",
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nodes[name] + " " + name + " gas boiler",
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nodes[name] + " " + name + " gas boiler",
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p_nom_extendable=True,
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p_nom_extendable=True,
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bus0=["EU gas"]*len(nodes[name]),
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bus0=gas_nodes_region.repeat((len(nodes[name])//len(gas_nodes_region))),
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bus1=nodes[name] + " " + name + " heat",
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bus1=nodes[name] + " " + name + " heat",
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bus2="co2 atmosphere",
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bus2="co2 atmosphere",
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carrier=name + " gas boiler",
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carrier=name + " gas boiler",
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@ -1338,7 +1362,7 @@ def add_heat(network):
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#add gas CHP; biomass CHP is added in biomass section
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#add gas CHP; biomass CHP is added in biomass section
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network.madd("Link",
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network.madd("Link",
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nodes[name] + " urban central gas CHP",
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nodes[name] + " urban central gas CHP",
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bus0="EU gas",
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bus0=gas_nodes_region,
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bus1=nodes[name],
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bus1=nodes[name],
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bus2=nodes[name] + " urban central heat",
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bus2=nodes[name] + " urban central heat",
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bus3="co2 atmosphere",
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bus3="co2 atmosphere",
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@ -1353,7 +1377,7 @@ def add_heat(network):
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network.madd("Link",
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network.madd("Link",
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nodes[name] + " urban central gas CHP CC",
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nodes[name] + " urban central gas CHP CC",
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bus0="EU gas",
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bus0=gas_nodes_region,
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bus1=nodes[name],
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bus1=nodes[name],
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bus2=nodes[name] + " urban central heat",
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bus2=nodes[name] + " urban central heat",
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bus3="co2 atmosphere",
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bus3="co2 atmosphere",
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@ -1373,7 +1397,7 @@ def add_heat(network):
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network.madd("Link",
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network.madd("Link",
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nodes[name] + " " + name + " micro gas CHP",
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nodes[name] + " " + name + " micro gas CHP",
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p_nom_extendable=True,
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p_nom_extendable=True,
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bus0="EU gas",
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bus0=gas_nodes_region,
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bus1=nodes[name],
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bus1=nodes[name],
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bus2=nodes[name] + " " + name + " heat",
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bus2=nodes[name] + " " + name + " heat",
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bus3="co2 atmosphere",
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bus3="co2 atmosphere",
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@ -1513,12 +1537,25 @@ def add_biomass(network):
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biomass_potentials = pd.read_csv(snakemake.input.biomass_potentials,
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biomass_potentials = pd.read_csv(snakemake.input.biomass_potentials,
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index_col=0)
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index_col=0)
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# potential per node distributed within country by population
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biogas_pot = (biomass_potentials.loc[pop_layout.ct]
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.set_index(pop_layout.index)
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.mul(pop_layout.fraction, axis="index")
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.rename(index=lambda x: x + " biogas"))["biogas"]
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if options["gas_network"]:
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gas_nodes = nodes + " gas"
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else:
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gas_nodes = pd.Index(["EU gas"])
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biogas_pot = biogas_pot.sum()
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network.add("Carrier","biogas")
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network.add("Carrier","biogas")
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network.add("Carrier","solid biomass")
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network.add("Carrier","solid biomass")
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network.madd("Bus",
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network.madd("Bus",
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["EU biogas"],
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gas_nodes.str.replace("gas", "biogas"),
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location="EU",
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location=gas_nodes.str.replace(" gas",""),
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carrier="biogas")
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carrier="biogas")
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network.madd("Bus",
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network.madd("Bus",
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@ -1527,12 +1564,12 @@ def add_biomass(network):
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carrier="solid biomass")
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carrier="solid biomass")
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network.madd("Store",
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network.madd("Store",
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["EU biogas"],
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gas_nodes.str.replace("gas", "biogas"),
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bus="EU biogas",
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bus=gas_nodes.str.replace("gas", "biogas"),
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carrier="biogas",
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carrier="biogas",
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e_nom=biomass_potentials.loc[cts,"biogas"].sum(),
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e_nom=biogas_pot,
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marginal_cost=costs.at['biogas','fuel'],
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marginal_cost=costs.at['biogas','fuel'],
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e_initial=biomass_potentials.loc[cts,"biogas"].sum())
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e_initial=biogas_pot)
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network.madd("Store",
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network.madd("Store",
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["EU solid biomass"],
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["EU solid biomass"],
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@ -1543,10 +1580,10 @@ def add_biomass(network):
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e_initial=biomass_potentials.loc[cts,"solid biomass"].sum())
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e_initial=biomass_potentials.loc[cts,"solid biomass"].sum())
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network.madd("Link",
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network.madd("Link",
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["biogas to gas"],
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gas_nodes.str.replace("gas", "") + "biogas to gas",
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bus0="EU biogas",
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bus0= gas_nodes.str.replace("gas", "biogas"),
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bus1="EU gas",
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bus1=gas_nodes,
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bus2="co2 atmosphere",
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bus2=["co2 atmosphere"] * len(gas_nodes),
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carrier="biogas to gas",
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carrier="biogas to gas",
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capital_cost=costs.loc["biogas upgrading", "fixed"],
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capital_cost=costs.loc["biogas upgrading", "fixed"],
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marginal_cost=costs.loc["biogas upgrading", "VOM"],
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marginal_cost=costs.loc["biogas upgrading", "VOM"],
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@ -1597,10 +1634,20 @@ def add_industry(network):
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nodes = pop_layout.index
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nodes = pop_layout.index
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#1e6 to convert TWh to MWh
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#1e6 to convert TWh to MWh
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industrial_demand = 1e6*pd.read_csv(snakemake.input.industrial_demand,
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industrial_demand = 1e6*pd.read_csv(snakemake.input.industrial_demand,
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index_col=0)
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index_col=0)
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methane_demand = ((industrial_demand.loc[nodes,"methane"]/8760)
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.rename(index=lambda x: x + " gas for industry"))
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if options["gas_network"]:
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gas_nodes = nodes + " gas"
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else:
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gas_nodes = pd.Index(["EU gas"])
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methane_demand = methane_demand.sum()
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solid_biomass_by_country = industrial_demand["solid biomass"].groupby(pop_layout.ct).sum()
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solid_biomass_by_country = industrial_demand["solid biomass"].groupby(pop_layout.ct).sum()
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countries = solid_biomass_by_country.index
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countries = solid_biomass_by_country.index
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@ -1639,32 +1686,33 @@ def add_industry(network):
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network.madd("Bus",
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network.madd("Bus",
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["gas for industry"],
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gas_nodes.str.replace("gas", "gas for industry"),
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location="EU",
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location=gas_nodes.str.replace(" gas",""),
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carrier="gas for industry")
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carrier="gas for industry")
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network.madd("Load",
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network.madd("Load",
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["gas for industry"],
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gas_nodes.str.replace("gas","gas for industry"),
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bus="gas for industry",
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bus=gas_nodes.str.replace("gas","gas for industry"),
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carrier="gas for industry",
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carrier="gas for industry",
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p_set=industrial_demand.loc[nodes,"methane"].sum()/8760.)
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p_set=methane_demand)
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network.madd("Link",
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network.madd("Link",
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["gas for industry"],
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gas_nodes.str.replace("gas","gas for industry"),
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bus0="EU gas",
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bus0=gas_nodes,
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bus1="gas for industry",
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bus1=gas_nodes.str.replace("gas","gas for industry"),
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bus2="co2 atmosphere",
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bus2=["co2 atmosphere"] * len(gas_nodes),
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carrier="gas for industry",
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carrier="gas for industry",
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p_nom_extendable=True,
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p_nom_extendable=True,
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efficiency=1.,
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efficiency=1.,
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efficiency2=costs.at['gas','CO2 intensity'])
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efficiency2=costs.at['gas','CO2 intensity'])
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network.madd("Link",
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network.madd("Link",
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["gas for industry CC"],
|
gas_nodes.str.replace("gas", "gas for industry CC"),
|
||||||
bus0="EU gas",
|
bus0=gas_nodes,
|
||||||
bus1="gas for industry",
|
bus1=gas_nodes.str.replace("gas", "gas for industry CC"),
|
||||||
bus2="co2 atmosphere",
|
bus2=["co2 atmosphere"] * len(gas_nodes),
|
||||||
bus3="co2 stored",
|
bus3=["co2 stored"] * len(gas_nodes),
|
||||||
carrier="gas for industry CC",
|
carrier="gas for industry CC",
|
||||||
p_nom_extendable=True,
|
p_nom_extendable=True,
|
||||||
capital_cost=costs.at["cement capture","fixed"]*costs.at['gas','CO2 intensity'],
|
capital_cost=costs.at["cement capture","fixed"]*costs.at['gas','CO2 intensity'],
|
||||||
@ -1876,60 +1924,15 @@ def get_parameter(item):
|
|||||||
return item
|
return item
|
||||||
|
|
||||||
|
|
||||||
|
#%%
|
||||||
if __name__ == "__main__":
|
if __name__ == "__main__":
|
||||||
# Detect running outside of snakemake and mock snakemake for testing
|
# Detect running outside of snakemake and mock snakemake for testing
|
||||||
if 'snakemake' not in globals():
|
if 'snakemake' not in globals():
|
||||||
from vresutils.snakemake import MockSnakemake
|
from helper import mock_snakemake
|
||||||
snakemake = MockSnakemake(
|
snakemake = mock_snakemake('prepare_sector_network',
|
||||||
wildcards=dict(network='elec', simpl='', clusters='37', lv='1.0',
|
network='elec', simpl='', clusters='37',
|
||||||
opts='', planning_horizons='2020',
|
lv='1.0', opts='', planning_horizons='2020',
|
||||||
sector_opts='120H-T-H-B-I-onwind+p3-dist1-cb48be3'),
|
sector_opts='168H-T-H-B-I')
|
||||||
|
|
||||||
input=dict( network='../pypsa-eur/networks/elec_s{simpl}_{clusters}_ec_lv{lv}_{opts}.nc',
|
|
||||||
energy_totals_name='resources/energy_totals.csv',
|
|
||||||
co2_totals_name='resources/co2_totals.csv',
|
|
||||||
transport_name='resources/transport_data.csv',
|
|
||||||
traffic_data = "data/emobility/",
|
|
||||||
biomass_potentials='resources/biomass_potentials.csv',
|
|
||||||
timezone_mappings='data/timezone_mappings.csv',
|
|
||||||
heat_profile="data/heat_load_profile_BDEW.csv",
|
|
||||||
costs="../technology-data/outputs/costs_{planning_horizons}.csv",
|
|
||||||
h2_cavern = "data/hydrogen_salt_cavern_potentials.csv",
|
|
||||||
profile_offwind_ac="../pypsa-eur/resources/profile_offwind-ac.nc",
|
|
||||||
profile_offwind_dc="../pypsa-eur/resources/profile_offwind-dc.nc",
|
|
||||||
busmap_s="../pypsa-eur/resources/busmap_elec_s{simpl}.csv",
|
|
||||||
busmap="../pypsa-eur/resources/busmap_elec_s{simpl}_{clusters}.csv",
|
|
||||||
clustered_pop_layout="resources/pop_layout_elec_s{simpl}_{clusters}.csv",
|
|
||||||
simplified_pop_layout="resources/pop_layout_elec_s{simpl}.csv",
|
|
||||||
industrial_demand="resources/industrial_energy_demand_elec_s{simpl}_{clusters}.csv",
|
|
||||||
heat_demand_urban="resources/heat_demand_urban_elec_s{simpl}_{clusters}.nc",
|
|
||||||
heat_demand_rural="resources/heat_demand_rural_elec_s{simpl}_{clusters}.nc",
|
|
||||||
heat_demand_total="resources/heat_demand_total_elec_s{simpl}_{clusters}.nc",
|
|
||||||
temp_soil_total="resources/temp_soil_total_elec_s{simpl}_{clusters}.nc",
|
|
||||||
temp_soil_rural="resources/temp_soil_rural_elec_s{simpl}_{clusters}.nc",
|
|
||||||
temp_soil_urban="resources/temp_soil_urban_elec_s{simpl}_{clusters}.nc",
|
|
||||||
temp_air_total="resources/temp_air_total_elec_s{simpl}_{clusters}.nc",
|
|
||||||
temp_air_rural="resources/temp_air_rural_elec_s{simpl}_{clusters}.nc",
|
|
||||||
temp_air_urban="resources/temp_air_urban_elec_s{simpl}_{clusters}.nc",
|
|
||||||
cop_soil_total="resources/cop_soil_total_elec_s{simpl}_{clusters}.nc",
|
|
||||||
cop_soil_rural="resources/cop_soil_rural_elec_s{simpl}_{clusters}.nc",
|
|
||||||
cop_soil_urban="resources/cop_soil_urban_elec_s{simpl}_{clusters}.nc",
|
|
||||||
cop_air_total="resources/cop_air_total_elec_s{simpl}_{clusters}.nc",
|
|
||||||
cop_air_rural="resources/cop_air_rural_elec_s{simpl}_{clusters}.nc",
|
|
||||||
cop_air_urban="resources/cop_air_urban_elec_s{simpl}_{clusters}.nc",
|
|
||||||
solar_thermal_total="resources/solar_thermal_total_elec_s{simpl}_{clusters}.nc",
|
|
||||||
solar_thermal_urban="resources/solar_thermal_urban_elec_s{simpl}_{clusters}.nc",
|
|
||||||
solar_thermal_rural="resources/solar_thermal_rural_elec_s{simpl}_{clusters}.nc",
|
|
||||||
retro_cost_energy = "resources/retro_cost_elec_s{simpl}_{clusters}.csv",
|
|
||||||
floor_area = "resources/floor_area_elec_s{simpl}_{clusters}.csv"
|
|
||||||
),
|
|
||||||
output=['results/version-cb48be3/prenetworks/elec_s{simpl}_{clusters}_lv{lv}__{sector_opts}_{planning_horizons}.nc']
|
|
||||||
)
|
|
||||||
import yaml
|
|
||||||
with open('config.yaml', encoding='utf8') as f:
|
|
||||||
snakemake.config = yaml.safe_load(f)
|
|
||||||
|
|
||||||
|
|
||||||
logging.basicConfig(level=snakemake.config['logging_level'])
|
logging.basicConfig(level=snakemake.config['logging_level'])
|
||||||
|
|
||||||
|
|||||||
Loading…
Reference in New Issue
Block a user