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('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
initial_buying_rate=30,
final_buying_rate=30)),
],
grid_fee_constant=0)
],
grid_fee_constant=1),
Area('Neighborhood 2', [
Area('House 2', [
Area(
'H2 PV',
strategy=PVStrategy(panel_count=10,
initial_selling_rate=10,
final_selling_rate=10),
)
],
grid_fee_constant=0),
],
grid_fee_constant=1)
],
config=config,
grid_fee_constant=2)
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 test_export_unmatched_loads_is_reported_correctly_for_all_loads_matched(
self):
house1 = Area("House1", [self.area1, self.area2])
self.grid = Area("Grid", [house1])
self.grid._markets.past_markets = {}
for i in range(1, 11):
timeslot = DateTime(2018, 1, 1, 12 + i, 0, 0)
self.strategy1.state.desired_energy_Wh[timeslot] = 100
self.strategy2.state.desired_energy_Wh[timeslot] = 100
mock_market = MagicMock(spec=Market)
mock_market.time_slot = timeslot
mock_market.traded_energy = {"load1": -0.101, "load2": -0.101}
house1._markets.past_markets[timeslot] = mock_market
self.grid._markets.past_markets[timeslot] = mock_market
unmatched_loads = export_unmatched_loads(self.grid)
assert unmatched_loads["unmatched_load_count"] == 0
assert unmatched_loads["all_loads_met"]
def get_setup(config):
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=15,
hrs_of_day=list(range(5, 20))),
appliance=SwitchableAppliance()),
Area('H1 PV1',
strategy=PVPredefinedStrategy(panel_count=1, risk=80),
appliance=PVAppliance()),
Area('H1 PV2',
strategy=PVPredefinedStrategy(panel_count=1, risk=80),
appliance=PVAppliance()),
]),
],
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('House 1', [
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=40,
battery_capacity_kWh=5,
max_abs_battery_power_kW=5,
initial_buying_rate=0,
final_buying_rate=16.99,
final_selling_rate=17.01)),
]),
Area(
'Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=15),
)
],
config=config)
return area
def get_setup(config):
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
]),
Area('Finite Commercial Producer Profile',
strategy=FinitePowerPlant(
energy_rate=31.3,
max_available_power_kW=diesel_power_profile_kW),
appliance=SwitchableAppliance()),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.GeneralSettings.DEFAULT_UPDATE_INTERVAL = 5
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
initial_buying_rate=0,
final_buying_rate=30))
]),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=30),
appliance=SimpleAppliance()),
],
config=config)
return area
def test_cycle_markets(self):
GlobalConfig.end_date = GlobalConfig.start_date + GlobalConfig.sim_duration
self.area = Area(name="Street",
children=[Area(name="House")],
config=GlobalConfig,
grid_fee_percentage=1)
self.area.parent = Area(name="GRID")
self.area.config.market_count = 5
self.area.activate()
assert len(self.area.all_markets) == 5
assert len(self.area.balancing_markets) == 5
self.area.current_tick = 900
self.area._cycle_markets()
assert len(self.area.past_markets) == 1
assert len(self.area.past_balancing_markets) == 1
assert len(self.area.all_markets) == 5
assert len(self.area.balancing_markets) == 5
def test_export_unmatched_loads_is_reported_correctly_for_half_loads_unmatched(
self):
house1 = Area("House1", [self.area1, self.area2])
self.grid = Area("Grid", [house1])
self.grid._markets.past_markets = {}
for i in range(1, 11):
timeslot = today(tz=TIME_ZONE).add(hours=12 + i)
self.strategy1.state.desired_energy_Wh[timeslot] = 100
self.strategy2.state.desired_energy_Wh[timeslot] = 100
mock_market = MagicMock(spec=Market)
mock_market.time_slot = timeslot
mock_market.traded_energy = {"load1": -0.09, "load2": -0.101}
house1._markets.past_markets[timeslot] = mock_market
self.grid._markets.past_markets[timeslot] = mock_market
unmatched_loads, unmatched_loads_redis = \
ExportUnmatchedLoads(self.grid).get_current_market_results(all_past_markets=True)
assert get_number_of_unmatched_loads(unmatched_loads) == 10
def setUp(self):
ConstSettings.IAASettings.MARKET_TYPE = 2
self.market1 = OneSidedMarket(name="test_market")
self.market1.id = "id1"
self.market2 = OneSidedMarket(name="test_market")
self.market2.id = "id2"
self.area = Area(name="test_area")
self.area._markets.markets = {1: self.market1, 2: self.market2}
self.publisher = AreaToMarketEventPublisher(self.area)
def setUp(self):
ConstSettings.BalancingSettings.ENABLE_BALANCING_MARKET = True
DeviceRegistry.REGISTRY = {
"H1 General Load": (33, 35),
"H2 General Load": (33, 35),
"H1 Storage1": (23, 25),
"H1 Storage2": (23, 25),
}
self.appliance = MagicMock(spec=SimpleAppliance)
self.strategy = MagicMock(spec=StorageStrategy)
self.config = MagicMock(spec=SimulationConfig)
self.config.slot_length = duration(minutes=15)
self.config.tick_length = duration(seconds=15)
self.area = Area("test_area", None, self.strategy, self.appliance,
self.config, None)
self.area.parent = self.area
self.area.children = [self.area]
def get_setup(config):
DeviceRegistry.REGISTRY = device_registry_dict
ConstSettings.BalancingSettings.FLEXIBLE_LOADS_SUPPORT = False
ConstSettings.BalancingSettings.ENABLE_BALANCING_MARKET = True
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=8,
hrs_of_day=list(range(8, 16)))),
]),
Area('House 2', [
Area('H2 PV', strategy=PVStrategy(4, 0)),
]),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.IAASettings.MIN_OFFER_AGE = 0
ConstSettings.IAASettings.MIN_BID_AGE = 0
area = Area(
"Grid",
[
Area("Community", [
Area("Family 2 children with PV + ESS", [
Area("Family General Load",
strategy=LoadHoursStrategy(avg_power_W=5680,
hrs_of_day=list(range(24)),
hrs_per_day=24,
initial_buying_rate=23,
final_buying_rate=23)),
Area("Family PV",
strategy=PVStrategy(max_panel_power_W=17985,
panel_count=1,
initial_selling_rate=6,
final_selling_rate=6)),
Area("Family ESS",
strategy=StorageStrategy(initial_soc=20,
battery_capacity_kWh=5,
initial_buying_rate=22.94,
final_buying_rate=22.94,
initial_selling_rate=22.95,
final_selling_rate=22.95))
]),
Area("Community PP",
strategy=FinitePowerPlant(max_available_power_kW=10,
energy_rate=1)),
Area("Community Load",
strategy=LoadHoursStrategy(avg_power_W=1200,
hrs_of_day=list(range(24)),
hrs_per_day=24,
initial_buying_rate=10,
final_buying_rate=10))
],
grid_fee_constant=4.0),
Area("DSO",
strategy=InfiniteBusStrategy(energy_buy_rate=20,
energy_sell_rate=22))
],
config=config,
grid_fee_constant=4.0,
)
return area
def get_setup(config):
ConstSettings.GeneralSettings.EXPORT_SUPPLY_DEMAND_PLOTS = True
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.IAASettings.BID_OFFER_MATCH_TYPE = \
BidOfferMatchAlgoEnum.PAY_AS_CLEAR.value
ConstSettings.IAASettings.PAY_AS_CLEAR_AGGREGATION_ALGORITHM = 1
ConstSettings.GeneralSettings.MARKET_CLEARING_FREQUENCY_PER_SLOT = 1
ConstSettings.IAASettings.MIN_OFFER_AGE = 0
ConstSettings.IAASettings.MIN_BID_AGE = 0
area = Area(
'Grid',
[
Area(
'House 1',
[
Area('H1 General Load1', strategy=LoadHoursStrategy(
avg_power_W=100, hrs_per_day=24, hrs_of_day=list(range(24)),
initial_buying_rate=28.8, fit_to_limit=False,
energy_rate_increase_per_update=0),
),
Area('H1 General Load2', strategy=LoadHoursStrategy(
avg_power_W=100, hrs_per_day=24, hrs_of_day=list(range(24)),
initial_buying_rate=18.8, fit_to_limit=False,
energy_rate_increase_per_update=0),
),
Area('H1 General Load3', strategy=LoadHoursStrategy(
avg_power_W=100, hrs_per_day=24, hrs_of_day=list(range(24)),
initial_buying_rate=8.8, fit_to_limit=False,
energy_rate_increase_per_update=0),
),
Area('H1 CEP1',
strategy=FinitePowerPlant(energy_rate=5.1, max_available_power_kW=0.1),
),
Area('H1 CEP2',
strategy=FinitePowerPlant(energy_rate=15.5, max_available_power_kW=0.1),
),
Area('H1 CEP3',
strategy=FinitePowerPlant(energy_rate=25.001, max_available_power_kW=0.1),
),
Area('H1 CEP4',
strategy=FinitePowerPlant(energy_rate=28.001, max_available_power_kW=0.1),
),
]
),
],
config=config
)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 3
# ConstSettings.GeneralSettings.SUPPLY_DEMAND_PLOTS = False
ConstSettings.GeneralSettings.MARKET_CLEARING_FREQUENCY_PER_SLOT = 3
ConstSettings.GeneralSettings.DEFAULT_UPDATE_INTERVAL = 5
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)),
initial_buying_rate=35,
final_buying_rate=35),
appliance=SwitchableAppliance()),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=50),
appliance=SwitchableAppliance()),
Area('H1 Storage2',
strategy=StorageStrategy(initial_soc=50),
appliance=SwitchableAppliance()),
]),
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=35),
appliance=SwitchableAppliance()),
Area('H2 PV', strategy=PVStrategy(4), appliance=PVAppliance()),
Area('H2 CEP',
strategy=CommercialStrategy(energy_rate=10),
appliance=SimpleAppliance()),
]),
Area('Cell Tower',
strategy=CellTowerLoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
],
config=config)
return area
def get_setup(config):
DeviceRegistry.REGISTRY = device_registry_dict
ConstSettings.BalancingSettings.ENABLE_BALANCING_MARKET = True
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)),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H1 Storage1', strategy=StorageStrategy(initial_capacity_kWh=0.6),
appliance=SwitchableAppliance()),
Area('H1 Storage2', strategy=StorageStrategy(initial_capacity_kWh=0.6),
appliance=SwitchableAppliance()),
]
),
Area(
'House 2',
[
Area('H2 General Load', strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=4,
hrs_of_day=list(
range(12, 16)),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H2 PV', strategy=PVStrategy(4, 80),
appliance=PVAppliance()),
]
),
Area('Cell Tower', strategy=CellTowerLoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
max_energy_rate=35),
appliance=SwitchableAppliance()),
# Area('Commercial Energy Producer',
# strategy=CommercialStrategy(energy_rate=30),
# appliance=SimpleAppliance()
# ),
],
config=config
)
return area
def get_setup(config):
area = Area('Grid', [
Area('InfiniteBus',
strategy=InfiniteBusStrategy(energy_sell_rate=30,
energy_buy_rate=12),
appliance=SimpleAppliance()),
Area('House', [
Area('Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=10,
hrs_of_day=list(range(8, 19))),
appliance=SwitchableAppliance()),
Area('PV',
strategy=PVPredefinedStrategy(cloud_coverage=0),
appliance=PVAppliance()),
]),
],
config=config)
return area
def get_setup(config):
area = Area(
'Grid',
[
Area(
'House 1',
[
Area('PV', strategy=PVStrategy(
max_panel_power_W=2000, initial_selling_rate=30, final_selling_rate=30.0),
appliance=PVAppliance()),
Area('storage', strategy=StorageExternalStrategy(
initial_soc=50, battery_capacity_kWh=20),
appliance=SwitchableAppliance()),
],
),
],
config=config
)
return area
def get_setup(config):
area = Area(
'Grid',
[
Area(
'House 1',
[
Area('H1 DefinedLoad',
strategy=DefinedLoadStrategy(daily_load_profile=profile_path,
final_buying_rate=36)
),
]
),
Area('Commercial Energy Producer', strategy=CommercialStrategy()
),
],
config=config
)
return area
def get_setup(config):
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load 1',
strategy=LoadHoursStrategy(
avg_power_W=200,
hrs_of_day=list(range(0, 24)),
final_buying_rate=user_profile_int)),
Area('H1 General Load 2',
strategy=LoadHoursStrategy(
avg_power_W=200,
hrs_of_day=list(range(0, 24)),
final_buying_rate=user_profile_str)),
]),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=34)),
],
config=config)
return area
def test_keep_past_markets(self):
ConstSettings.GeneralSettings.KEEP_PAST_MARKETS = True
self.area = Area(name="Street", children=[Area(name="House")],
config=GlobalConfig, transfer_fee_pct=5)
self.area.config.market_count = 1
self.area.activate()
self.area._bc = False
self.area._cycle_markets(False, False, False)
assert len(self.area.past_markets) == 0
current_time = today(tz=TIME_ZONE).add(hours=1)
self.area._markets.rotate_markets(current_time, self.stats, self.dispatcher)
assert len(self.area.past_markets) == 1
self.area._markets.create_future_markets(current_time, True, self.area)
current_time = today(tz=TIME_ZONE).add(hours=2)
self.area._markets.rotate_markets(current_time, self.stats, self.dispatcher)
assert len(self.area.past_markets) == 2
def get_setup(config):
area = Area('Grid', [
Area('House 1', [
Area('H1 Storage1',
strategy=StorageStrategy(initial_capacity_kWh=2,
initial_rate_option=2,
energy_rate_decrease_option=2,
energy_rate_decrease_per_update=3,
battery_capacity_kWh=5,
max_abs_battery_power_kW=5,
break_even=(16.99, 17.01)),
appliance=SwitchableAppliance()),
]),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=15),
appliance=SimpleAppliance()),
],
config=config)
return area
def test_delete_past_markets_instead_of_last(self):
self.area = Area(name="Street", children=[Area(name="House")],
config=GlobalConfig, transfer_fee_pct=5)
self.area.config.market_count = 1
self.area.activate()
self.area._bc = False
self.area._cycle_markets(False, False, False)
assert len(self.area.past_markets) == 0
current_time = today(tz=TIME_ZONE).add(hours=1)
self.area._markets.rotate_markets(current_time, self.stats, self.dispatcher)
assert len(self.area.past_markets) == 1
self.area._markets.create_future_markets(current_time, True, self.area)
current_time = today(tz=TIME_ZONE).add(hours=2)
self.area._markets.rotate_markets(current_time, self.stats, self.dispatcher)
assert len(self.area.past_markets) == 1
assert list(self.area.past_markets)[-1].time_slot == today(tz=TIME_ZONE).add(hours=1)
def get_setup(config):
area = Area('Grid', [
Area('Electrolyzer',
strategy=ElectrolyzerStrategy(
discharge_profile=electrolizer_profile_file,
conversion_factor_kg_to_kWh=50,
reservoir_capacity_kg=56.0,
reservoir_initial_capacity_kg=10,
production_rate_kg_h=2.8),
appliance=SwitchableAppliance()),
Area('PV',
strategy=PVPredefinedStrategy(panel_count=1),
appliance=PVAppliance()),
Area("Commercial Energy Producer",
strategy=CommercialStrategy(),
appliance=SwitchableAppliance()),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.LoadSettings.INITIAL_BUYING_RATE = 35
ConstSettings.LoadSettings.FINAL_BUYING_RATE = 35
ConstSettings.StorageSettings.BUYING_RANGE = RangeLimit(24.99, 25)
ConstSettings.StorageSettings.SELLING_RANGE = RangeLimit(30, 25.01)
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=35),
appliance=SwitchableAppliance()),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=50),
appliance=SwitchableAppliance()),
Area('H1 Storage2',
strategy=StorageStrategy(),
appliance=SwitchableAppliance())
]),
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=35),
appliance=SwitchableAppliance()),
Area('H2 PV', strategy=PVStrategy(4), appliance=PVAppliance()),
]),
Area('Cell Tower',
strategy=CellTowerLoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(
range(0, 24)),
final_buying_rate=35),
appliance=SwitchableAppliance())
# Area('Commercial Energy Producer',
# strategy=CommercialStrategy(energy_range_wh=(40, 120), energy_price=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=200,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=25)),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=100,
battery_capacity_kWh=5,
max_abs_battery_power_kW=5,
initial_buying_rate=0,
final_buying_rate=16.99,
final_selling_rate=17.01)),
]),
],
config=config)
return area
def get_setup(config):
area = Area('Grid', [
Area('Finite Power Plant',
strategy=FinitePowerPlant(energy_rate=30,
max_available_power_kW=100),
appliance=SwitchableAppliance()),
Area('Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=9,
hrs_of_day=list(range(8, 18))),
appliance=SwitchableAppliance(),
children=[
Area("Forbidden Load",
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=9))
]),
],
config=config)
return area
def setUp(self):
self.ext_strategy_mock = MagicMock
d3a.models.area.redis_external_connection.ExternalStrategy = self.ext_strategy_mock
d3a.models.area.redis_external_connection.StrictRedis = MagicMock()
redis_db_object = MagicMock()
redis_db_object.pubsub = MagicMock
d3a.models.area.redis_external_connection.StrictRedis.from_url = \
MagicMock(return_value=redis_db_object)
self.area = Area(name="base_area")
self.external_connection = RedisAreaExternalConnection(self.area)
def get_setup(config):
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)),
max_energy_rate=25),
appliance=SwitchableAppliance()),
Area('H1 Storage1', strategy=StorageStrategy(initial_capacity_kWh=0.6),
appliance=SwitchableAppliance()),
Area('H1 Storage2', strategy=StorageStrategy(initial_capacity_kWh=0.6),
appliance=SwitchableAppliance()),
]
),
Area(
'House 2',
[
Area('H2 General Load', strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=4,
hrs_of_day=list(
range(12, 16)),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H2 PV', strategy=PVStrategy(4, 80),
appliance=PVAppliance()),
]
),
Area('Cell Tower', strategy=CellTowerLoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
max_energy_rate=35),
appliance=SwitchableAppliance())
# Area('Commercial Energy Producer',
# strategy=CommercialStrategy(energy_range_wh=(40, 120), energy_price=30),
# appliance=SimpleAppliance()
# ),
],
config=config
)
return area
