def apply(self, area):
if area.uuid != self.area_uuid:
return False
area_type = self.area_params.pop("type", None)
self.sanitize_live_event_parameters()
if area_type is not None and area_type != "Area":
if area.strategy is None:
return False
reactivate = False
if area_type == "MarketMaker":
area.strategy = MarketMakerStrategy(**self.area_params)
reactivate = True
elif area_type == "InfiniteBus":
# TODO: After hack to move this parameter casting at the web side
self.area_params['energy_sell_rate'] = self.area_params.pop(
'energy_rate', None)
area.strategy = InfiniteBusStrategy(**self.area_params)
reactivate = True
if reactivate:
area.activate()
area.strategy.event_activate()
area.strategy.event_market_cycle()
area.area_reconfigure_event(**self.area_params)
return True
def test_update_area_event_can_switch_strategy_from_market_maker_to_infinite_bus(
self):
self.strategy_mmr = MarketMakerStrategy(energy_rate=30)
self.area_mmr = Area("mmr",
None,
None,
self.strategy_mmr,
self.config,
None,
grid_fee_percentage=0)
self.area_mmr.parent = self.area_grid
self.area_grid.children.append(self.area_mmr)
event_dict = {
"eventType": "update_area",
"area_uuid": self.area_mmr.uuid,
"area_representation": {
'type': 'InfiniteBus'
}
}
self.area_grid.activate()
self.live_events.add_event(event_dict)
self.live_events.handle_all_events(self.area_grid)
assert type(self.area_mmr.strategy) == InfiniteBusStrategy
def test_market_maker_strategy_constructor_modifies_global_market_maker_rate():
import d3a_interface.constants_limits
from d3a.models.strategy.market_maker_strategy import MarketMakerStrategy
MarketMakerStrategy(energy_rate=22)
assert all(
v == 22 for v in
d3a_interface.constants_limits.GlobalConfig.market_maker_rate.values())
def get_setup(config):
ConstSettings.IAASettings.MIN_BID_AGE = 0
ConstSettings.IAASettings.MIN_OFFER_AGE = 0
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=6,
hrs_of_day=list(range(12, 18)),
final_buying_rate=35)),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=100,
battery_capacity_kWh=20)),
Area('H1 Storage2',
strategy=StorageStrategy(initial_soc=100,
battery_capacity_kWh=20)),
],
grid_fee_constant=2),
Area('House 2', [
Area('load',
strategy=LoadHoursExternalStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(
range(0, 24)),
final_buying_rate=35)),
Area('pv', strategy=PVExternalStrategy(panel_count=4)),
],
external_connection_available=True,
grid_fee_constant=1),
Area('Market Maker', strategy=MarketMakerStrategy(energy_rate=30)),
],
grid_fee_constant=10,
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.GeneralSettings.EXPORT_ENERGY_TRADE_PROFILE_HR = True
ConstSettings.GeneralSettings.EXPORT_OFFER_BID_TRADE_HR = True
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=6,
hrs_of_day=list(range(12, 18)),
final_buying_rate=30,
fit_to_limit=True,
update_interval=1)),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=50,
min_allowed_soc=10,
battery_capacity_kWh=1.2,
max_abs_battery_power_kW=5,
initial_selling_rate=30,
final_buying_rate=25,
final_selling_rate=25.1,
initial_buying_rate=0,
fit_to_limit=True,
update_interval=1)),
]),
Area('House 2', [
Area('H2 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=4,
hrs_of_day=list(range(12, 16)),
final_buying_rate=30,
fit_to_limit=True,
update_interval=1)),
Area('H2 PV',
strategy=PVStrategy(4,
initial_selling_rate=30,
final_selling_rate=0,
fit_to_limit=True,
update_interval=1)),
]),
Area('Cell Tower',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=30,
fit_to_limit=True,
update_interval=1)),
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=30,
grid_connected=True)),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.IAASettings.BID_OFFER_MATCH_TYPE = (
BidOfferMatchAlgoEnum.EXTERNAL.value)
area = Area("Grid", [
Area(
"House 1",
[
Area("H1 General Load1",
strategy=LoadHoursExternalStrategy(avg_power_W=200,
hrs_per_day=6,
hrs_of_day=list(
range(12, 18)),
final_buying_rate=35)),
Area("H1 General Load2",
strategy=LoadHoursExternalStrategy(avg_power_W=150,
hrs_per_day=24,
hrs_of_day=list(
range(0, 24)),
final_buying_rate=40)),
Area("H1 Storage1",
strategy=StorageExternalStrategy(
initial_soc=100, battery_capacity_kWh=20)),
Area("H1 Storage2",
strategy=StorageExternalStrategy(
initial_soc=100, battery_capacity_kWh=20)),
Area("H1 PV1", strategy=PVExternalStrategy(panel_count=4)),
Area("H1 PV2", strategy=PVExternalStrategy(panel_count=4)),
],
),
Area(
"House 2",
[
Area("H2 General Load1",
strategy=LoadHoursExternalStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(
range(0, 24)),
final_buying_rate=35)),
Area("H2 Storage1",
strategy=StorageExternalStrategy(
initial_soc=100, battery_capacity_kWh=20)),
Area("H2 PV", strategy=PVExternalStrategy(panel_count=4)),
],
),
Area("Cell Tower",
strategy=LoadHoursExternalStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=35)),
Area("Market Maker", strategy=MarketMakerStrategy(energy_rate=30)),
],
config=config)
return area
def get_setup(config):
area = Area('Grid', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=9,
hrs_of_day=list(range(8, 18)))),
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=30,
grid_connected=True)),
],
config=config)
return area
def get_setup(config):
area = Area('Grid', [
Area('Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=40),
appliance=SwitchableAppliance()),
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=18.7),
appliance=SimpleAppliance()),
],
config=config)
return area
def get_setup(config):
area = Area(
'Grid',
[
Area('Load', strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(
range(0, 24)),
final_buying_rate=40)
),
Area('Market Maker', strategy=MarketMakerStrategy(energy_rate=18.7,
grid_connected=False)
),
],
config=config
)
return area
def get_setup(config):
area = Area(
'Grid',
[
Area('Load', strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
initial_buying_rate=0,
use_market_maker_rate=True)),
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=30)
),
],
config=config,
grid_fee_constant=5,
)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
area = Area('Grid', [
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=30,
grid_connected=True)),
Area('House 1', [
Area('H1 PV',
strategy=PVPredefinedStrategy(cloud_coverage=0,
use_market_maker_rate=True)),
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=9,
hrs_of_day=list(range(15, 24)),
final_buying_rate=0,
use_market_maker_rate=True)),
]),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
area = Area('Grid', [
Area(
'Community',
[
Area('H1', [
Area('Load',
strategy=LoadHoursStrategy(avg_power_W=1000,
hrs_per_day=1,
hrs_of_day=list(
range(10, 11)),
initial_buying_rate=60,
final_buying_rate=60,
update_interval=1),
appliance=SwitchableAppliance()),
],
grid_fee_constant=2)
],
grid_fee_constant=3,
),
Area(
'DSO',
[
Area('Power Plant',
strategy=FinitePowerPlant(energy_rate=30,
max_available_power_kW=1000),
appliance=SwitchableAppliance()),
],
grid_fee_constant=10,
),
Area('Market Maker',
strategy=MarketMakerStrategy(grid_connected=True, energy_rate=50),
appliance=SwitchableAppliance()),
],
grid_fee_constant=10,
config=config)
return area
def get_setup(config):
config.grid_fee_type = 1
ConstSettings.GeneralSettings.DEFAULT_UPDATE_INTERVAL = 5
area = Area('Grid', [
Area('Neighborhood 1', [
Area('House 1', [
Area(
name='H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
use_market_maker_rate=True),
)
],
grid_fee_constant=4)
],
grid_fee_constant=3),
Area('Neighborhood 2', [
Area('House 2', [
Area(
name='H2 PV',
strategy=PVStrategy(panel_count=10,
max_panel_power_W=50,
use_market_maker_rate=True),
)
],
grid_fee_constant=2),
],
grid_fee_constant=1),
Area('Market Maker',
strategy=MarketMakerStrategy(energy_rate=30),
grid_fee_constant=0)
],
config=config,
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