<xarray.Dataset>
Dimensions: (carrier_tiers: 3, carriers: 3, coordinates: 2, costs: 1, loc_carriers: 10, loc_tech_carriers_conversion_plus: 3, loc_techs: 26, loc_techs_area: 3, loc_techs_conversion: 2, loc_techs_conversion_plus: 1, loc_techs_export: 4, loc_techs_finite_resource: 9, loc_techs_investment_cost: 20, loc_techs_milp: 1, loc_techs_non_conversion: 23, loc_techs_om_cost: 9, loc_techs_supply_plus: 3, loc_techs_transmission: 10, locs: 4, techs: 9, timesteps: 48)
Coordinates:
* loc_techs_area (loc_techs_area) object 'X3::pv' ...
* loc_techs_export (loc_techs_export) object 'X3::pv' ...
* loc_tech_carriers_conversion_plus (loc_tech_carriers_conversion_plus) object 'X1::chp::gas' ...
* loc_techs_om_cost (loc_techs_om_cost) object 'X1::supply_gas' ...
* loc_techs_finite_resource (loc_techs_finite_resource) object 'X3::demand_electricity' ...
* costs (costs) object 'monetary'
* loc_techs_transmission (loc_techs_transmission) object 'X1::power_lines:X2' ...
* loc_techs_investment_cost (loc_techs_investment_cost) object 'X1::supply_gas' ...
* carriers (carriers) object 'gas' 'heat' ...
* loc_techs_milp (loc_techs_milp) object 'X1::chp'
* loc_techs_supply_plus (loc_techs_supply_plus) object 'X3::pv' ...
* locs (locs) object 'X3' 'N1' 'X1' 'X2'
* techs (techs) object 'power_lines' 'pv' ...
* coordinates (coordinates) object 'y' 'x'
* timesteps (timesteps) datetime64[ns] 2005-07-01 ...
* loc_techs_conversion_plus (loc_techs_conversion_plus) <U7 'X1::chp' ...
* loc_techs_conversion (loc_techs_conversion) <U10 'X3::boiler' ...
* loc_techs (loc_techs) object 'X3::demand_electricity' ...
* loc_carriers (loc_carriers) object 'X2::gas' ...
* carrier_tiers (carrier_tiers) <U5 'out_2' 'in' 'out'
* loc_techs_non_conversion (loc_techs_non_conversion) object 'X3::demand_electricity' ...
Data variables:
resource_unit (loc_techs_finite_resource) <U5 'power' ...
export_carrier (loc_techs_export) <U11 'electricity' ...
resource_eff (loc_techs_finite_resource) float64 nan ...
energy_con (loc_techs) float64 1.0 1.0 nan ...
force_resource (loc_techs_finite_resource) bool True ...
energy_cap_min_use (loc_techs) float64 nan nan nan ...
units_max (loc_techs_milp) int32 4
resource (loc_techs_finite_resource, timesteps) float64 -18.76 ...
energy_cap_max (loc_techs) float64 nan 2e+03 ...
resource_area_per_energy_cap (loc_techs_area) int32 7 7 7
lifetime (loc_techs) float64 nan 25.0 25.0 ...
energy_prod (loc_techs) float64 nan 1.0 1.0 ...
energy_cap_per_unit (loc_techs) float64 nan nan nan ...
resource_area_max (loc_techs_area) int32 1500 1500 1500
parasitic_eff (loc_techs_supply_plus) float64 0.85 ...
energy_eff (loc_techs) float64 nan 0.98 nan ...
reserve_margin (carriers) float64 nan nan nan
cost_purchase (costs, loc_techs_investment_cost) float64 nan ...
cost_om_prod (costs, loc_techs_om_cost) float64 nan ...
cost_om_annual (costs, loc_techs_om_cost) float64 nan ...
cost_energy_cap (costs, loc_techs_investment_cost) float64 1.0 ...
cost_om_con (costs, loc_techs_om_cost) float64 0.025 ...
cost_export (costs, loc_techs_om_cost, timesteps) float64 nan ...
cost_depreciation_rate (costs, loc_techs_investment_cost) float64 0.1102 ...
distance (loc_techs_transmission) float64 10.0 ...
lookup_remotes (loc_techs_transmission) <U18 'X2::power_lines:X1' ...
available_area (locs) float64 900.0 nan 500.0 1.3e+03
loc_coordinates (coordinates, locs) int32 3 7 7 7 ...
colors (techs) <U7 '#6783E3' '#F9D956' ...
inheritance (techs) <U29 'transmission' ...
names (techs) <U29 'Electrical power distribution' ...
carrier_ratios (carrier_tiers, loc_tech_carriers_conversion_plus) float64 1.0 ...
carrier_ratios_min (carrier_tiers, loc_techs_conversion_plus) float64 0.8 ...
lookup_loc_carriers (loc_carriers) <U175 'X2::supply_gas::gas,X2::boiler::gas' ...
lookup_loc_techs (loc_techs_non_conversion) <U35 'X3::demand_electricity::electricity' ...
lookup_loc_techs_conversion (carrier_tiers, loc_techs_conversion) object None ...
lookup_primary_loc_tech_carriers_in (loc_techs_conversion_plus) <U12 'X1::chp::gas' ...
lookup_primary_loc_tech_carriers_out (loc_techs_conversion_plus) <U20 'X1::chp::electricity' ...
lookup_loc_techs_conversion_plus (carrier_tiers, loc_techs_conversion_plus) object 'X1::chp::heat' ...
lookup_loc_techs_export (loc_techs_export) <U20 'X3::pv::electricity' ...
lookup_loc_techs_area (locs) <U6 'X3::pv' '' 'X1::pv' ...
timestep_resolution (timesteps) float64 1.0 1.0 1.0 ...
timestep_weights (timesteps) float64 1.0 1.0 1.0 ...
max_demand_timesteps (carriers) datetime64[ns] 2005-07-01 ...
Attributes:
model.calliope_version: 0.6.2
model.name: Urban-scale example model with MILP
model.subset_time: ['2005-07-01', '2005-07-02']
model.timeseries_dateformat: %Y-%m-%d %H:%M:%S
run.backend: pyomo
run.bigM: 1000000.0
run.cyclic_storage: False
run.ensure_feasibility: True
run.mode: plan
run.objective: minmax_cost_optimization
run.objective_options.cost_class: monetary
run.objective_options.sense: minimize
run.operation.use_cap_results: False
run.solver: glpk
run.zero_threshold: 1e-10
calliope_version: 0.6.2-dev
defaults: available_area: null\ncarrier_ratios: ...
allow_operate_mode: 1