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test_fuel_service_switch.py
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test_fuel_service_switch.py
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"""
"""
import numpy as np
from energy_demand.technologies import fuel_service_switch
from energy_demand.read_write import read_data
def test_get_fuel_switches_enduse():
service_switches = [
read_data.ServiceSwitch(
enduse='heating',
sector=None,
technology_install='techA',
service_share_ey=0.5,
switch_yr=2020),
read_data.ServiceSwitch(
enduse='other',
sector=None,
technology_install='techB',
service_share_ey=0.5,
switch_yr=2020)]
out = fuel_service_switch.get_fuel_switches_enduse(
switches=service_switches,
enduse='heating',
regional_specific=False)
for switch in out:
assert switch.enduse == 'heating'
# --
service_switches = {'regA': [
read_data.ServiceSwitch(
enduse='heating',
sector=None,
technology_install='techA',
service_share_ey=0.5,
switch_yr=2020),
read_data.ServiceSwitch(
enduse='other',
sector=None,
technology_install='techB',
service_share_ey=0.5,
switch_yr=2020)]}
out = fuel_service_switch.get_fuel_switches_enduse(
switches=service_switches,
enduse='heating',
regional_specific=True)
for reg in out:
for switch in out[reg]:
assert switch.enduse == 'heating'
def test_switches_to_dict():
"""testing"""
service_switches = [
read_data.ServiceSwitch(
enduse='heating',
sector=None,
technology_install='techA',
service_share_ey=0.5,
switch_yr=2020),
read_data.ServiceSwitch(
enduse='heating',
sector=None,
technology_install='techB',
service_share_ey=0.5,
switch_yr=2020)]
out = fuel_service_switch.switches_to_dict(
service_switches=service_switches,
regional_specific=False)
assert out == {'techA': 0.5, 'techB': 0.5}
def test_get_switch_criteria():
"""testing
"""
crit_switch_happening = {'heating': ['sectorA']}
crit = fuel_service_switch.get_switch_criteria(
enduse='heating',
sector='sectorA',
crit_switch_happening=crit_switch_happening,
base_yr=2015,
curr_yr=2015)
assert crit == False
crit = fuel_service_switch.get_switch_criteria(
enduse='heating',
sector='sectorA',
crit_switch_happening=crit_switch_happening,
base_yr=2015,
curr_yr=2025)
assert crit == True
crit = fuel_service_switch.get_switch_criteria(
enduse='heating',
sector='sectorB',
crit_switch_happening=crit_switch_happening,
base_yr=2015,
curr_yr=2025)
assert crit == False
def test_sum_fuel_across_sectors():
"""
"""
fuels = {'sectorA': np.ones(10), 'sectorB': np.ones(10)}
sum = fuel_service_switch.sum_fuel_across_sectors(fuels)
assert np.sum(sum) == 20
def test_create_switches_from_s_shares():
enduse_switches = [read_data.ServiceSwitch(
enduse='heating',
technology_install='techA',
switch_yr=2050,
service_share_ey=0.6)]
out = fuel_service_switch.create_switches_from_s_shares(
enduse='heating',
s_tech_by_p={'heating': {'techA': 0.2, 'techB': 0.8}},
switch_technologies=['techA'],
specified_tech_enduse_by={'heating': ['techA', 'techB']},
enduse_switches=enduse_switches,
s_tot_defined=0.6,
sector=None,
switch_yr=2050)
for switch in out:
if switch.technology_install == 'techA':
assert switch.service_share_ey == 0.6
if switch.technology_install == 'techB':
assert switch.service_share_ey == 0.4
def test_autocomplete_switches():
"""testing"""
service_switches = [read_data.ServiceSwitch(
enduse='heating',
technology_install='techA',
switch_yr=2050,
service_share_ey=0.6)]
out_1, out_2 = fuel_service_switch.autocomplete_switches(
service_switches=service_switches,
specified_tech_enduse_by={'heating': ['techA', 'techB', 'techC']},
s_tech_by_p={'heating': {'techA': 0.2, 'techB': 0.4, 'techC': 0.4}},
sector=False,
spatial_explicit_diffusion=False,
regions=False,
f_diffusion=False,
techs_affected_spatial_f=False,
service_switches_from_capacity=[])
for switch in out_2:
if switch.technology_install == 'techA':
assert switch.service_share_ey == 0.6
if switch.technology_install == 'techB':
assert switch.service_share_ey == 0.2
if switch.technology_install == 'techC':
assert switch.service_share_ey == 0.2
# ---
service_switches = [read_data.ServiceSwitch(
enduse='heating',
technology_install='techA',
switch_yr=2050,
service_share_ey=0.6)]
out_1, out_2 = fuel_service_switch.autocomplete_switches(
service_switches=service_switches,
specified_tech_enduse_by={'heating': ['techA', 'techB', 'techC']},
s_tech_by_p={'heating': {'techA': 0.2, 'techB': 0.4, 'techC': 0.4}},
sector=False,
spatial_explicit_diffusion=True,
regions=['regA', 'regB'],
f_diffusion={'heating':{'regA':1.0, 'regB': 1.0}},
techs_affected_spatial_f=['techA'],
service_switches_from_capacity={'regA': [], 'regB': []})
for reg in out_2:
for switch in out_2[reg]:
if switch.technology_install == 'techA':
assert switch.service_share_ey == 0.6
if switch.technology_install == 'techB':
assert switch.service_share_ey == 0.2
if switch.technology_install == 'techC':
assert switch.service_share_ey == 0.2
def test_create_service_switch():
"""testing
"""
installed_capacity = 100
enduses = ['heating']
capacity_switches = [read_data.CapacitySwitch(
enduse='heating',
technology_install='boiler_gas',
switch_yr=2020,
installed_capacity=installed_capacity
)]
capacity_switch = read_data.CapacitySwitch(
enduse='heating',
technology_install='boiler_gas',
switch_yr=2020,
installed_capacity=installed_capacity)
assumptions = {
'technologies':
{'boiler_oil': read_data.TechnologyData(
fueltype='oil',
eff_by=1.0,
eff_ey=1.0,
year_eff_ey=2020,
eff_achieved=1.0,
diff_method='linear',
market_entry=2010,
tech_type='tech_heating',
tech_max_share=1.0),
'boiler_gas': read_data.TechnologyData(
fueltype='gas',
eff_by=1.0,
eff_ey=1.0,
year_eff_ey=2020,
eff_achieved=1.0,
diff_method='linear',
market_entry=2010,
tech_type='tech_heating',
tech_max_share=1.0)
},
'other_enduse_mode_info': {'diff_method': 'linear', 'sigmoid': {'sig_midpoint': 0,'sig_steepness': 1}},
'rs_fuel_tech_p_by': {0: {'boiler_gas': 0.0}, 1: {'boiler_oil': 1.0}}
}
base_yr = 2015
fuels = {0: 0, 1: 10} #array originally
sector = None
results = fuel_service_switch.create_service_switch(
enduses,
sector,
capacity_switch,
capacity_switches,
assumptions['technologies'],
assumptions['other_enduse_mode_info'],
assumptions['rs_fuel_tech_p_by'],
base_yr,
fuels)
# Fuel share boiler_gas
expected = 1 / (10 + installed_capacity) * installed_capacity
for entry in results:
if entry.technology_install == 'boiler_gas':
assert expected == entry.service_share_ey
def test_capacity_switch():
"""Testing
"""
other_enduse_mode_info = {
'diff_method': 'linear',
'sigmoid': {
'sig_midpoint': 0,
'sig_steepness': 1}}
technologies = {'techA': read_data.TechnologyData(
fueltype='oil',
eff_by=1.0,
eff_ey=1.0,
year_eff_ey=2020,
eff_achieved=1.0,
diff_method='linear',
market_entry=2010,
tech_type='tech_heating',
tech_max_share=1.0)}
capacity_switches = [
read_data.CapacitySwitch(
enduse='heating',
technology_install='techA',
switch_yr=2050,
installed_capacity=200)
]
result_service_switches = fuel_service_switch.capacity_switch(
capacity_switches=capacity_switches,
technologies=technologies,
other_enduse_mode_info=other_enduse_mode_info,
fuels={'heating': {0: 100}},
fuel_shares_enduse_by={'heating': {0: {'techA': 1.0}}},
base_yr=2015)
for switch in result_service_switches:
if switch.technology_install == 'techA':
assert switch.service_share_ey == 1.0
#---------------
technologies = {
'techA': read_data.TechnologyData(
fueltype='oil',
eff_by=1.0,
eff_ey=1.0,
year_eff_ey=2020,
eff_achieved=1.0,
diff_method='linear',
market_entry=2010,
tech_type='tech_heating',
tech_max_share=1.0),
'techB': read_data.TechnologyData(
fueltype='oil',
eff_by=1.0,
eff_ey=1.0,
year_eff_ey=2020,
eff_achieved=1.0,
diff_method='linear',
market_entry=2010,
tech_type='tech_heating',
tech_max_share=1.0)}
capacity_switches = [
read_data.CapacitySwitch(
enduse='heating',
technology_install='techA',
switch_yr=2050,
installed_capacity=200)
]
result_service_switches = fuel_service_switch.capacity_switch(
capacity_switches=capacity_switches,
technologies=technologies,
other_enduse_mode_info=other_enduse_mode_info,
fuels={'heating': {0: 100}},
fuel_shares_enduse_by={'heating': {0: {'techA': 0.5, 'techB': 0.5}}},
base_yr=2015)
for switch in result_service_switches:
if switch.technology_install == 'techA':
assert round(switch.service_share_ey, 3) == round((1 / (300)) * 250, 3)
if switch.technology_install == 'techB':
assert round(switch.service_share_ey, 3) == round((1 / (300)) * 50, 3)
def autocomplete_switches():
"""Testing
"""
service_switches = [read_data.ServiceSwitch(
'heating',
'techA',
0.5,
2020)]
specified_tech_enduse_by = {'heating': ['techA', 'techB']}
s_tech_by_p = {'heating': {'techA': 0.8, 'techB': 0.2}}
service_switches = fuel_service_switch.autocomplete_switches(
service_switches=service_switches,
specified_tech_enduse_by=specified_tech_enduse_by,
s_tech_by_p=s_tech_by_p)
for switch in service_switches:
if switch.technology_install == 'techA':
assert switch.service_share_ey == 0.5
if switch.technology_install == 'techB':
assert switch.service_share_ey == 0.5
#---
service_switches = [read_data.ServiceSwitch(
'heating',
'techA',
0.3,
2020)]
specified_tech_enduse_by = {'heating': ['techA', 'techB', 'techC']}
s_tech_by_p = {'heating': {'techA': 0.6, 'techB': 0.2,'techC': 0.1}}
service_switches = fuel_service_switch.autocomplete_switches(
service_switches=service_switches,
specified_tech_enduse_by=specified_tech_enduse_by,
s_tech_by_p=s_tech_by_p)
for switch in service_switches:
if switch.technology_install == 'techA':
assert switch.service_share_ey == 0.3
if switch.technology_install == 'techB':
assert switch.service_share_ey == 0.7 * (2.0 / 3.0)
if switch.technology_install == 'techC':
assert switch.service_share_ey == 0.7 * (1.0 / 3.0)
# def test_get_share_s_tech_ey():
# """testing"""
# service_switches = [read_data.ServiceSwitch(
# enduse='heating',
# sector=None,
# technology_install='techA',
# service_share_ey=0.3,
# switch_yr=2020)]
# specified_tech_enduse_by = {'heating': ['techA', 'techB', 'techC']}
# result = fuel_service_switch.get_share_s_tech_ey(
# service_switches=service_switches,
# specified_tech_enduse_by=specified_tech_enduse_by)
# # --
# service_switches = {'regA': [read_data.ServiceSwitch(
# enduse='heating',
# sector=None,
# technology_install='techA',
# service_share_ey=0.3,
# switch_yr=2020)]}
# specified_tech_enduse_by = {'regA': {'heating': ['techA', 'techB', 'techC']}}
# result = fuel_service_switch.get_share_s_tech_ey(
# service_switches=service_switches,
# specified_tech_enduse_by=specified_tech_enduse_by,
# spatial_explicit_diffusion=True)
# assert result['heating']['regA']['techA'] == 0.3