def test_use_mmr_parameter_is_respected_for_pv_profiles(use_mmr, expected_rate):
GlobalConfig.market_maker_rate = 13
user_profile_path = os.path.join(d3a_path, "resources/Solar_Curve_W_sunny.csv")
pv = PVUserProfileStrategy(
power_profile=user_profile_path, initial_selling_rate=17, use_market_maker_rate=use_mmr,
max_panel_power_W=200)
pv.area = FakeArea()
pv.event_activate()
assert all(v == expected_rate for v in pv.offer_update.initial_rate.values())
def get_setup(config):
area = Area(
'Grid',
children=[
Area('House 1',
children=[
Area('H2 PV',
strategy=PVUserProfileStrategy(
panel_count=1,
initial_selling_rate=80,
power_profile={
0: 200,
12: 400,
19: 0
}),
event_list=[
StrategyEvents(
14,
{'power_profile': {
0: 200,
14: 600,
19: 0
}})
])
]),
Area('Grid Load',
strategy=LoadHoursStrategy(avg_power_W=10000,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=35))
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 3
area = Area(
'Grid',
[
Area(
'House 1',
[
Area('H1 PV', strategy=PVUserProfileStrategy(
power_profile=house1_pv_production),
appliance=PVAppliance()),
Area('H1 General Load', strategy=DefinedLoadStrategy(
daily_load_profile=load_profile_path,
final_buying_rate=28),
appliance=SwitchableAppliance()),
]),
Area(
'House 2',
[
Area('H2 PV', strategy=PVStrategy(30),
appliance=PVAppliance()),
Area('H2 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=house2_load_dict),
appliance=SwitchableAppliance()),
]),
Area(
'House 3',
[
Area('H3 General Load', strategy=DefinedLoadStrategy(
daily_load_profile=house3_load_dict,
final_buying_rate=25),
appliance=SwitchableAppliance()),
]),
Area(
'House 4',
[
Area('H4 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=load_profile_path,
final_buying_rate=24),
appliance=SwitchableAppliance()),
]),
Area('Infinite Power Plant', strategy=CommercialStrategy(energy_rate=30),
appliance=SimpleAppliance()),
],
config=config
)
return area
def get_setup(config):
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=500,
hrs_per_day=12,
hrs_of_day=list(range(7, 20)))),
Area(
'H1 PV',
strategy=PVUserProfileStrategy(power_profile=user_profile_path,
panel_count=1),
),
]),
],
config=config)
return area
def test_pv_user_profile_constructor_rejects_incorrect_parameters():
user_profile_path = os.path.join(d3a_path, "resources/Solar_Curve_W_sunny.csv")
with pytest.raises(D3ADeviceException):
PVUserProfileStrategy(power_profile=user_profile_path, panel_count=-1)
with pytest.raises(D3ADeviceException):
pv = PVUserProfileStrategy(power_profile=user_profile_path,
initial_selling_rate=5, final_selling_rate=15)
pv.event_activate()
with pytest.raises(D3ADeviceException):
PVUserProfileStrategy(power_profile=user_profile_path,
fit_to_limit=True, energy_rate_decrease_per_update=1)
with pytest.raises(D3ADeviceException):
PVUserProfileStrategy(power_profile=user_profile_path,
fit_to_limit=False, energy_rate_decrease_per_update=-1)
def get_setup(config):
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=500,
hrs_per_day=12,
hrs_of_day=list(range(7, 20))),
appliance=SwitchableAppliance()),
Area('H1 PV',
strategy=PVUserProfileStrategy(
power_profile=user_profile, panel_count=1, risk=80),
appliance=PVAppliance()),
]),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.IAASettings.BID_OFFER_MATCH_TYPE = \
BidOfferMatchAlgoEnum.PAY_AS_CLEAR.value
area = Area('Grid', [
Area('House 1', [
Area('H1 PV',
strategy=PVUserProfileStrategy(
power_profile=house1_pv_production)),
Area('H1 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=load_profile_path,
final_buying_rate=28)),
]),
Area('House 2', [
Area('H2 PV', strategy=PVStrategy(30)),
Area(
'H2 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=house2_load_dict),
)
]),
Area('House 3', [
Area(
'H3 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=house3_load_dict, final_buying_rate=25),
)
]),
Area('House 4', [
Area(
'H4 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=load_profile_path,
final_buying_rate=24),
)
]),
Area(
'Infinite Power Plant',
strategy=CommercialStrategy(energy_rate=30),
)
],
config=config)
return area
def get_setup(config):
ConstSettings.GeneralSettings.DEFAULT_UPDATE_INTERVAL = 1
ConstSettings.IAASettings.MARKET_TYPE = 1
area = Area(
'Grid',
[
Area(
'Community',
[
Area(
'House 1',
[
Area('H1 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=os.path.join(
current_dir,
"../../resources/KPI_L1.csv"),
initial_buying_rate=20,
final_buying_rate=30,
fit_to_limit=True),
appliance=SwitchableAppliance()),
Area('H1 PV',
strategy=PVUserProfileStrategy(
power_profile=os.path.join(
current_dir,
"../../resources/KPI_PV1.csv"),
initial_selling_rate=20,
final_selling_rate=20,
fit_to_limit=True),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
grid_fee_constant=0,
),
Area(
'House 2',
[
Area('H2 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=os.path.join(
current_dir,
"../../resources/KPI_L1.csv"),
initial_buying_rate=20,
final_buying_rate=30,
fit_to_limit=True),
appliance=SwitchableAppliance()),
Area('H2 PV',
strategy=PVUserProfileStrategy(
power_profile=os.path.join(
current_dir,
"../../resources/KPI_PV2.csv"),
initial_selling_rate=20,
final_selling_rate=20,
fit_to_limit=True),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
grid_fee_constant=0,
),
Area(
'House 3',
[
Area('H3 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=os.path.join(
current_dir,
"../../resources/KPI_L1.csv"),
initial_buying_rate=20,
final_buying_rate=30,
fit_to_limit=True),
appliance=SwitchableAppliance()),
Area('H3 PV',
strategy=PVUserProfileStrategy(
power_profile=os.path.join(
current_dir,
"../../resources/KPI_PV3.csv"),
initial_selling_rate=20,
final_selling_rate=20,
fit_to_limit=True),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
grid_fee_constant=0,
),
],
grid_fee_percentage=1,
grid_fee_constant=0,
),
Area('DSO',
strategy=InfiniteBusStrategy(energy_buy_rate=20,
energy_sell_rate=30),
appliance=SimpleAppliance()),
],
config=config,
grid_fee_percentage=0,
grid_fee_constant=0,
)
return area
def get_setup(config):
ConstSettings.GeneralSettings.DEFAULT_UPDATE_INTERVAL = 1
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.GeneralSettings.KEEP_PAST_MARKETS = False
ConstSettings.IAASettings.MIN_OFFER_AGE = 1
area = Area(
'Grid',
[
Area(
'Community',
[
Area(
'House 1',
[
Area('H1 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=os.path.join(
current_dir,
"../../resources/KPI_L1.csv"),
initial_buying_rate=20,
final_buying_rate=30,
fit_to_limit=True),
appliance=SwitchableAppliance()),
Area('H1 PV',
strategy=PVUserProfileStrategy(
power_profile=os.path.join(
current_dir,
"../../resources/KPI_PV1.csv"),
initial_selling_rate=20,
final_selling_rate=15,
fit_to_limit=True),
appliance=PVAppliance()),
Area('H1 General Load evening',
strategy=LoadHoursStrategy(
hrs_per_day=1,
hrs_of_day=list([22, 23]),
avg_power_W=2000,
initial_buying_rate=20,
final_buying_rate=30),
appliance=SwitchableAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area('central storage',
strategy=StorageStrategy(initial_soc=10,
min_allowed_soc=10,
battery_capacity_kWh=6,
max_abs_battery_power_kW=5,
initial_buying_rate=12,
final_buying_rate=20,
initial_selling_rate=29,
final_selling_rate=20.01),
appliance=SwitchableAppliance()),
Area(
'House 2',
[
Area('H2 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=os.path.join(
current_dir,
"../../resources/KPI_L1.csv"),
initial_buying_rate=20,
final_buying_rate=30,
fit_to_limit=True),
appliance=SwitchableAppliance()),
Area('H2 PV',
strategy=PVUserProfileStrategy(
power_profile=os.path.join(
current_dir,
"../../resources/KPI_PV2.csv"),
initial_selling_rate=20,
final_selling_rate=15,
fit_to_limit=True),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'House 3',
[
Area('H3 General Load',
strategy=DefinedLoadStrategy(
daily_load_profile=os.path.join(
current_dir,
"../../resources/KPI_L1.csv"),
initial_buying_rate=20,
final_buying_rate=30,
fit_to_limit=True),
appliance=SwitchableAppliance()),
Area('H3 PV',
strategy=PVUserProfileStrategy(
power_profile=os.path.join(
current_dir,
"../../resources/KPI_PV3.csv"),
initial_selling_rate=20,
final_selling_rate=15,
fit_to_limit=True),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area('Feed In Tariff',
strategy=InfiniteBusStrategy(energy_buy_rate=15.2,
energy_sell_rate=200),
appliance=SimpleAppliance()),
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=30,
grid_connected=True))
],
config=config,
grid_fee_percentage=0,
transfer_fee_const=0,
)
return area
def get_setup(config):
ConstSettings.GeneralSettings.DEFAULT_UPDATE_INTERVAL = 3
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
Houses_initial_buying_rate = 10
PV_initial = 20
PV_final = 4
area = Area('grid', [
Area('Community', [
Area('house-1-s', [
Area('h1-load-s',
strategy=LoadProfileExternalStrategy(
daily_load_profile=load1,
initial_buying_rate=Houses_initial_buying_rate,
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h1-pv-s',
strategy=PVUserProfileExternalStrategy(
power_profile=pv1,
initial_selling_rate=PV_initial,
final_selling_rate=PV_final),
appliance=PVAppliance()),
Area('h1-storage-s',
strategy=StorageExternalStrategy(
initial_soc=50,
min_allowed_soc=10,
battery_capacity_kWh=5,
max_abs_battery_power_kW=4),
appliance=SwitchableAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
external_connection_available=True),
Area(
'house-2',
[
Area('h2-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load2,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h2-pv',
strategy=PVUserProfileStrategy(
power_profile=pv2,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
Area('h2-storage',
strategy=StorageStrategy(initial_soc=50,
min_allowed_soc=10,
battery_capacity_kWh=5,
max_abs_battery_power_kW=4,
initial_buying_rate=12,
final_buying_rate=15,
initial_selling_rate=29,
final_selling_rate=15.01),
appliance=SwitchableAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-3',
[
Area('h3-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load3,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h3-pv',
strategy=PVUserProfileStrategy(
power_profile=pv3,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-4',
[
Area('h4-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load4,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h4-pv',
strategy=PVUserProfileStrategy(
power_profile=pv4,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-5',
[
Area('h5-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load5,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-6',
[
Area('h6-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load6,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h6-pv',
strategy=PVUserProfileStrategy(
power_profile=pv6,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-7',
[
Area('h7-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load7,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h7-pv',
strategy=PVUserProfileStrategy(
power_profile=pv7,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-8',
[
Area('h8-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load8,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h8-pv',
strategy=PVUserProfileStrategy(
power_profile=pv8,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-9',
[
Area('h9-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load9,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h9-pv',
strategy=PVUserProfileStrategy(
power_profile=pv9,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-10',
[
Area('h10-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load10,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h10-pv',
strategy=PVUserProfileStrategy(
power_profile=pv10,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'house-11',
[
Area('h11-load',
strategy=DefinedLoadStrategy(
daily_load_profile=load11,
initial_buying_rate=Houses_initial_buying_rate *
round((random() - 0.5) * VARIANCE_RATES + 1, 2),
use_market_maker_rate=True),
appliance=SwitchableAppliance()),
Area('h11-pv',
strategy=PVUserProfileStrategy(
power_profile=pv11,
initial_selling_rate=PV_initial * round(
(random() - 0.5) * VARIANCE_RATES + 1, 2),
final_selling_rate=PV_final),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
],
grid_fee_percentage=0,
transfer_fee_const=0,
external_connection_available=True),
Area('Feed-in tariff',
strategy=LoadHoursStrategy(avg_power_W=100000000,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
initial_buying_rate=11,
final_buying_rate=11),
appliance=SwitchableAppliance()),
Area('Market Maker',
strategy=MarketMakerStrategy(
energy_rate=ConstSettings.GeneralSettings.
DEFAULT_MARKET_MAKER_RATE,
grid_connected=True),
appliance=SimpleAppliance()),
],
config=config,
grid_fee_percentage=0,
transfer_fee_const=0,
external_connection_available=False)
return area