def pv_test9(area_test9):
p = PVStrategy(panel_count=3)
p.area = area_test9
p.owner = area_test9
p.offers.posted = {}
p.energy_production_forecast_kWh = ENERGY_FORECAST
return p
def get_setup(config):
i_c = 12 * 1.2
i_c_f = 1
area = Area('Grid', [
Area('House 1', [
Area('H1 PV', strategy=PVStrategy(60, 80),
appliance=PVAppliance()),
Area('H1 General Load',
strategy=DefinedLoadStrategy(daily_load_profile=os.path.join(
d3a_path, 'resources', 'SAM_MF2_Summer.csv'),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H1 Storage1',
strategy=StorageStrategy(battery_capacity_kWh=i_c,
max_abs_battery_power_kW=i_c,
initial_capacity_kWh=i_c_f * i_c),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV', strategy=PVStrategy(60, 80),
appliance=PVAppliance()),
Area('H2 General Load',
strategy=DefinedLoadStrategy(daily_load_profile=os.path.join(
d3a_path, 'resources', 'SAM_MF2_Summer.csv'),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H2 Storage1',
strategy=StorageStrategy(battery_capacity_kWh=i_c,
max_abs_battery_power_kW=i_c,
initial_capacity_kWh=i_c_f * i_c),
appliance=SwitchableAppliance()),
]),
Area('House 3', [
Area('H3 General Load',
strategy=DefinedLoadStrategy(daily_load_profile=os.path.join(
d3a_path, 'resources', 'SAM_MF2_Summer.csv'),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H3 Storage1',
strategy=StorageStrategy(battery_capacity_kWh=i_c,
max_abs_battery_power_kW=i_c,
initial_capacity_kWh=i_c_f * i_c),
appliance=SwitchableAppliance()),
]),
Area('House 4', [
Area('H4 General Load',
strategy=DefinedLoadStrategy(daily_load_profile=os.path.join(
d3a_path, 'resources', 'SAM_MF2_Summer.csv'),
max_energy_rate=35),
appliance=SwitchableAppliance()),
Area('H4 Storage1',
strategy=StorageStrategy(battery_capacity_kWh=i_c,
max_abs_battery_power_kW=i_c,
initial_capacity_kWh=i_c_f * i_c),
appliance=SwitchableAppliance()),
]),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.PVSettings.FINAL_SELLING_RATE = 0
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
ConstSettings.LoadSettings.INITIAL_BUYING_RATE = 0
ConstSettings.LoadSettings.FINAL_BUYING_RATE = 30
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=1000,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
initial_buying_rate=ConstSettings.
LoadSettings.INITIAL_BUYING_RATE,
final_buying_rate=ConstSettings.
LoadSettings.FINAL_BUYING_RATE),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV1', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV2', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV3', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV4', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV5', strategy=PVStrategy(1), appliance=PVAppliance()),
]),
],
config=config)
return area
def test_pv_constructor_rejects_incorrect_parameters():
with pytest.raises(D3ADeviceException):
PVStrategy(panel_count=-1)
with pytest.raises(D3ADeviceException):
PVStrategy(max_panel_power_W=-100)
with pytest.raises(D3ADeviceException):
PVStrategy(initial_selling_rate=5, final_selling_rate=15)
def get_setup(config):
ConstSettings.IAASettings.AlternativePricing.PRICING_SCHEME = 1
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24))),
appliance=SwitchableAppliance()),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=50),
appliance=SwitchableAppliance()),
Area('H1 PV', strategy=PVStrategy(4, 0), appliance=PVAppliance()),
]),
Area('House 2', [
Area('H2 General Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24))),
appliance=SwitchableAppliance()),
Area('H2 PV', strategy=PVStrategy(4, 0), appliance=PVAppliance()),
Area('H2 Storage1',
strategy=StorageStrategy(initial_soc=100),
appliance=SwitchableAppliance()),
]),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=30),
appliance=SimpleAppliance()),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.PVSettings.MIN_SELLING_RATE = 0
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
ConstSettings.LoadSettings.MIN_ENERGY_RATE = 0
ConstSettings.LoadSettings.MAX_ENERGY_RATE = 30
area = Area('Grid', [
Area('House 1', [
Area(
'H1 General Load',
strategy=LoadHoursStrategy(
avg_power_W=1000,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
min_energy_rate=ConstSettings.LoadSettings.MIN_ENERGY_RATE,
max_energy_rate=ConstSettings.LoadSettings.MAX_ENERGY_RATE
),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV1', strategy=PVStrategy(1, 0), appliance=PVAppliance()),
Area('H2 PV2', strategy=PVStrategy(1, 0), appliance=PVAppliance()),
Area('H2 PV3', strategy=PVStrategy(1, 0), appliance=PVAppliance()),
Area('H2 PV4', strategy=PVStrategy(1, 0), appliance=PVAppliance()),
Area('H2 PV5', strategy=PVStrategy(1, 0), appliance=PVAppliance()),
]),
],
config=config)
return area
def pv_test8(area_test3):
p = PVStrategy(1, 10)
p.area = area_test3
p.owner = area_test3
p.offers.posted = {Offer('id', 1, 1, 'FakeArea', market=area_test3.test_market):
area_test3.test_market}
return p
def test_pv_constructor_rejects_incorrect_parameters():
with pytest.raises(ValueError):
PVStrategy(risk=-1)
with pytest.raises(ValueError):
PVStrategy(risk=101)
with pytest.raises(ValueError):
PVStrategy(panel_count=0)
def pv_test6(area_test3):
p = PVStrategy()
p.area = area_test3
p.owner = area_test3
p.offers.posted = {}
p.energy_production_forecast_kWh = ENERGY_FORECAST
return p
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.PVSettings.FINAL_SELLING_RATE = 0
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
ConstSettings.StorageSettings.BUYING_RANGE = RangeLimit(0, 29.9)
ConstSettings.StorageSettings.SELLING_RANGE = RangeLimit(30, 30)
area = Area('Grid', [
Area('House 1', [
Area('H1 Storage',
strategy=StorageStrategy(initial_soc=11,
battery_capacity_kWh=10,
max_abs_battery_power_kW=5,
initial_buying_rate=0),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV1', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV2', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV3', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV4', strategy=PVStrategy(1), appliance=PVAppliance()),
Area('H2 PV5', strategy=PVStrategy(1), appliance=PVAppliance()),
]),
],
config=config)
return area
def pv_test4(area_test3, called):
p = PVStrategy()
p.area = area_test3
p.owner = area_test3
p.offers.posted = {
Offer(id='id', price=20, energy=1, seller='FakeArea'): area_test3.test_market.id
}
return p
def pv_test3(area_test3):
p = PVStrategy()
p.area = area_test3
p.owner = area_test3
p.offers.posted = {
Offer('id', 1, 1, 'FakeArea'): area_test3.test_market.id
}
return p
def pv_test8(area_test3):
p = PVStrategy(panel_count=1, initial_selling_rate=30)
p.area = area_test3
p.owner = area_test3
p.offers.posted = {
Offer('id', 1, 1, 'FakeArea'): area_test3.test_market.id
}
return p
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),
appliance=SwitchableAppliance()),
],
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),
appliance=PVAppliance()),
],
grid_fee_constant=0),
],
grid_fee_constant=1)
],
config=config,
grid_fee_constant=2)
return area
def get_setup(config):
config.read_market_maker_rate(30)
area = Area(
'Grid',
[
Area(
'House 1',
[
Area('H1 General Load', strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(
range(0, 24)),
final_buying_rate=14),
appliance=SwitchableAppliance()),
Area('H1 Storage1', strategy=StorageStrategy(energy_rate_decrease_per_update=7,
battery_capacity_kWh=1.2,
max_abs_battery_power_kW=5,
final_buying_rate=12,
final_selling_rate=17.01),
appliance=SwitchableAppliance()),
Area('H1 PV', strategy=PVStrategy(panel_count=4,
final_selling_rate=5,
energy_rate_decrease_per_update=7),
appliance=PVAppliance()),
]
),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=15),
appliance=SimpleAppliance()),
],
config=config
)
return area
def get_setup(config):
config.read_market_maker_rate(market_maker_rate)
area = Area(
'Grid',
[
Area(
'House',
[
Area('H1 General Load', strategy=LoadHoursStrategy(
avg_power_W=500,
hrs_per_day=6,
hrs_of_day=list(
range(6, 22)),
max_energy_rate=35.01
),
appliance=SwitchableAppliance()),
# The default value is 1, for historical average price
# Here a value of 2 is used, which is using the market maker rate
Area('H1 PV', strategy=PVStrategy(4, 80, initial_rate_option=2),
appliance=PVAppliance()),
]
),
],
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=6,
hrs_of_day=list(range(12, 18)),
final_buying_rate=25)),
Area('H1 Storage1', strategy=StorageStrategy(initial_soc=50)),
Area('H1 Storage2', strategy=StorageStrategy(initial_soc=50)),
]),
Area('House 2', [
Area('H2 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=4,
hrs_of_day=list(range(12, 16)),
final_buying_rate=35)),
Area(
'H2 PV',
strategy=PVStrategy(3, 80),
),
]),
Area('Cell Tower',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=35))
# Area('Commercial Energy Producer',
# strategy=CommercialStrategy(energy_range_wh=(40, 120), energy_price=30)
# ),
],
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(0, 18)),
final_buying_rate=35)),
Area('H1 Storage1', strategy=StorageStrategy(initial_soc=50)),
Area('H1 Storage2', strategy=StorageStrategy(initial_soc=50)),
]),
Area('House 2', [
Area('H2 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=4,
hrs_of_day=list(range(12, 16)),
final_buying_rate=35)),
Area(
'H2 PV',
strategy=PVStrategy(4, 80),
),
]),
Area('Cell Tower',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=24,
hrs_of_day=list(range(0, 24)),
final_buying_rate=35))
],
config=config)
return area
def get_setup(config):
# Two sided market
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.PVSettings.MIN_SELLING_RATE = 0
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
ConstSettings.LoadSettings.MIN_ENERGY_RATE = 0
ConstSettings.LoadSettings.MAX_ENERGY_RATE = 30
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=6,
hrs_of_day=list(range(9, 15)),
min_energy_rate=ConstSettings.LoadSettings.MIN_ENERGY_RATE,
max_energy_rate=ConstSettings.LoadSettings.MAX_ENERGY_RATE
),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV', strategy=PVStrategy(4, 0), appliance=PVAppliance()),
]),
],
config=config)
return area
def get_setup(config):
ConstSettings.GeneralSettings.KEEP_PAST_MARKETS = True
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(24)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
Area('H1 PV',
strategy=PVStrategy(panel_count=4,
initial_selling_rate=30,
final_selling_rate=5),
appliance=PVAppliance()),
],
transfer_fee_pct=0,
transfer_fee_const=0,
),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=30),
appliance=SimpleAppliance()),
],
config=config)
return area
def get_setup(config):
# Left this for testing that the KPIs export also works with KEEP_PAST_MARKETS
ConstSettings.GeneralSettings.KEEP_PAST_MARKETS = True
area = Area('Grid', [
Area(
'House 1',
[
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=4,
hrs_of_day=list(range(10, 14)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
Area('H1 PV',
strategy=PVStrategy(panel_count=4,
initial_selling_rate=30,
final_selling_rate=5),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=30),
appliance=SimpleAppliance()),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.GeneralSettings.KEEP_PAST_MARKETS = True
area = Area('Grid', [
Area(
'House 1',
[
Area('H1 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_of_day=list(range(0, 23)),
initial_buying_rate=0,
final_buying_rate=30),
appliance=SwitchableAppliance()),
Area('H1 PV',
strategy=PVStrategy(panel_count=4,
initial_selling_rate=30,
final_selling_rate=5),
appliance=PVAppliance()),
],
),
Area('Infinite Bus',
strategy=InfiniteBusStrategy(energy_buy_rate=5,
energy_sell_rate=30),
appliance=SimpleAppliance()),
],
config=config)
return area
def get_setup(config):
area = Area(
'Grid',
children=[
Area('House 1',
children=[
Area('H2 PV',
strategy=PVStrategy(panel_count=1,
initial_selling_rate=80),
appliance=PVAppliance(),
event_list=[
StrategyEvents(12, {
'panel_count': 5,
'max_panel_power_W': 320
})
])
]),
Area('Grid Load',
strategy=LoadHoursStrategy(avg_power_W=10000,
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):
area = Area('Grid', [
Area('House 1', [
Area('H1 DefinedLoad',
strategy=DefinedLoadStrategy(daily_load_profile=profile_path,
final_buying_rate=36),
appliance=SwitchableAppliance()),
Area('H1 Storage1',
strategy=StorageStrategy(initial_soc=50),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 General Load',
strategy=LoadHoursStrategy(avg_power_W=1000,
hrs_per_day=4,
hrs_of_day=list(range(12, 16)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
Area('H2 PV', strategy=PVStrategy(1, 80), appliance=PVAppliance()),
]),
Area('Finite Commercial Producer',
strategy=FinitePowerPlant(energy_rate=30,
max_available_power_kW=0.01),
appliance=SwitchableAppliance()),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=30),
appliance=SimpleAppliance()),
],
config=config)
return area
def get_setup(config):
# Two sided market
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.PVSettings.MIN_SELLING_RATE = 0
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
ConstSettings.StorageSettings.MIN_BUYING_RATE = 0
ConstSettings.StorageSettings.BREAK_EVEN_BUY = 29.9
ConstSettings.StorageSettings.BREAK_EVEN_SELL = 30
area = Area('Grid', [
Area('House 1', [
Area('H1 Storage',
strategy=StorageStrategy(
initial_capacity_kWh=0.6,
break_even=(
ConstSettings.StorageSettings.BREAK_EVEN_BUY,
ConstSettings.StorageSettings.BREAK_EVEN_SELL)),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV', strategy=PVStrategy(4, 0), appliance=PVAppliance()),
]),
],
config=config)
return area
def get_setup(config):
ConstSettings.IAASettings.MARKET_TYPE = 2
area = Area(
'Grid',
[
Area(
'House 1',
[
Area('H1 General Load', strategy=LoadHoursStrategy(avg_power_W=200,
hrs_of_day=list(
range(0, 23)),
final_buying_rate=27,
initial_buying_rate=27),
appliance=SwitchableAppliance()),
Area('H1 PV', strategy=PVStrategy(panel_count=4,
final_selling_rate=15,
initial_selling_rate=24.1),
appliance=PVAppliance()),
], transfer_fee_const=1
),
Area('Infinite Bus', strategy=InfiniteBusStrategy(energy_buy_rate=24,
energy_sell_rate=24),
appliance=SimpleAppliance()
),
],
config=config
)
return area
def get_setup(config):
# Two sided market
ConstSettings.IAASettings.MARKET_TYPE = 2
ConstSettings.PVSettings.FINAL_SELLING_RATE = 0
ConstSettings.GeneralSettings.DEFAULT_MARKET_MAKER_RATE = 30
ConstSettings.LoadSettings.INITIAL_BUYING_RATE = 0
ConstSettings.LoadSettings.FINAL_BUYING_RATE = 30
area = Area('Grid', [
Area('House 1', [
Area('H1 General Load',
strategy=CustomLoadStrategy(avg_power_W=200,
hrs_per_day=6,
hrs_of_day=list(range(9, 15)),
initial_buying_rate=ConstSettings.
LoadSettings.INITIAL_BUYING_RATE,
final_buying_rate=ConstSettings.
LoadSettings.FINAL_BUYING_RATE),
appliance=SwitchableAppliance()),
]),
Area('House 2', [
Area('H2 PV', strategy=PVStrategy(4, 0), appliance=PVAppliance()),
]),
],
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=4,
hrs_of_day=list(range(24)),
final_buying_rate=35)),
Area(
'H1 PV',
strategy=PVStrategy(panel_count=4,
initial_selling_rate=30,
final_selling_rate=5),
),
],
grid_fee_percentage=0,
grid_fee_constant=0,
),
Area('Commercial Energy Producer',
strategy=CommercialStrategy(energy_rate=30)),
],
config=config)
return area
def get_setup(config):
area = Area('Grid', [
Area(
'House 1',
[
Area('Penalty PV',
strategy=PVStrategy(panel_count=10,
initial_selling_rate=30,
final_selling_rate=5),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
Area(
'House 2',
[
Area('Non Penalty Load',
strategy=LoadHoursStrategy(avg_power_W=100,
hrs_per_day=6,
hrs_of_day=list(range(10, 16)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
],
grid_fee_percentage=0,
transfer_fee_const=0,
),
],
config=config)
return area
def get_setup(config):
GlobalConfig.POWER_FLOW = 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)),
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()),
],
grid_fee_percentage=0,
grid_fee_constant=0,
),
Area(
'House 2',
[
Area('H2 General Load',
strategy=LoadHoursStrategy(avg_power_W=200,
hrs_per_day=4,
hrs_of_day=list(
range(12, 16)),
final_buying_rate=35),
appliance=SwitchableAppliance()),
Area('H2 PV',
strategy=PVStrategy(panel_count=4,
initial_selling_rate=30,
final_selling_rate=5,
max_panel_power_W=100),
appliance=PVAppliance()),
],
grid_fee_percentage=0,
grid_fee_constant=0,
),
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('DSO',
strategy=InfiniteBusStrategy(energy_buy_rate=10,
energy_sell_rate=30),
appliance=SimpleAppliance()),
],
config=config,
)
return area
