diff --git a/requirements/base.in b/requirements/base.in index 28f23a1101..8aae1643a4 100644 --- a/requirements/base.in +++ b/requirements/base.in @@ -12,5 +12,6 @@ redis rq pytz sortedcontainers +sympy pony -e git+https://github.com/gridsingularity/gsy-framework@master#egg=gsy_framework diff --git a/requirements/base.txt b/requirements/base.txt index bc0c123ff9..c96a3ca99e 100644 --- a/requirements/base.txt +++ b/requirements/base.txt @@ -85,6 +85,8 @@ mccabe==0.6.1 # via # flake8 # gsy-framework +mpmath==1.3.0 + # via sympy nodeenv==1.6.0 # via # gsy-framework @@ -113,7 +115,7 @@ pluggy==1.0.0 # tox pony==0.7.14 # via -r requirements/base.in -pre-commit==3.3.0 +pre-commit==3.3 # via gsy-framework py==1.10.0 # via @@ -180,6 +182,8 @@ six==1.16.0 # virtualenv sortedcontainers==2.4.0 # via -r requirements/base.in +sympy==1.12 + # via -r requirements/base.in tabulate==0.8.9 # via gsy-framework tenacity==8.0.1 diff --git a/requirements/blockchain.txt b/requirements/blockchain.txt deleted file mode 100644 index 189d84a2bf..0000000000 --- a/requirements/blockchain.txt +++ /dev/null @@ -1,337 +0,0 @@ -# -# This file is autogenerated by pip-compile with python 3.8 -# To update, run: -# -# pip-compile --max-rounds=100 --no-emit-index-url requirements/blockchain.in -# --e git+https://github.com/gridsingularity/gsy-dex@master#egg=gsy_dex - # via -r requirements/blockchain.in --e git+https://github.com/gridsingularity/gsy-framework@master#egg=gsy_framework - # via -r requirements/base.txt -attrs==21.2.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # jsonschema -awesome-slugify==1.6.5 - # via -r requirements/base.txt -backports.entry-points-selectable==1.1.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # virtualenv -base58==2.0.1 - # via - # gsy-dex - # scalecodec - # substrate-interface -cached-property==1.5.2 - # via -r requirements/base.txt -certifi==2021.10.8 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # requests - # substrate-interface -cfgv==3.3.1 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pre-commit -chardet==4.0.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # requests -click==8.1.3 - # via - # -r requirements/base.txt - # click-default-group - # geocoder - # gsy-framework - # rq -click-default-group==1.2.2 - # via -r requirements/base.txt -colorlog==4.7.2 - # via -r requirements/base.txt -decorator==5.1.1 - # via - # -r requirements/base.txt - # gsy-framework - # ratelim -distlib==0.3.3 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # virtualenv -et-xmlfile==1.1.0 - # via - # -r requirements/base.txt - # gsy-framework - # openpyxl -filelock==3.3.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # tox - # virtualenv -flake8==4.0.1 - # via - # -r requirements/base.txt - # flake8-tuple - # gsy-dex - # gsy-framework -flake8-tuple==0.4.1 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -geocoder==1.17.5 - # via - # -r requirements/base.txt - # gsy-framework -identify==2.3.3 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pre-commit -idna==2.10 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # requests - # substrate-interface -jsonschema==4.1.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -kafka-python==2.0.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -mccabe==0.6.1 - # via - # -r requirements/base.txt - # flake8 - # gsy-dex - # gsy-framework -more-itertools==8.8.0 - # via - # gsy-dex - # scalecodec -nodeenv==1.6.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pre-commit -numpy==1.20.3 - # via -r requirements/base.txt -openpyxl==3.0.10 - # via - # -r requirements/base.txt - # gsy-framework -packaging==21.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # tox -pendulum==2.1.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -platformdirs==2.4.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # virtualenv -plotly==5.3.1 - # via -r requirements/base.txt -pluggy==1.0.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # tox -pony==0.7.14 - # via -r requirements/base.txt -pre-commit==2.15.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -py==1.10.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # tox -py-bip39-bindings==0.1.7 - # via - # gsy-dex - # substrate-interface -py-ed25519-bindings==0.1.3 - # via - # gsy-dex - # substrate-interface -py-sr25519-bindings==0.1.3 - # via - # gsy-dex - # substrate-interface -pycodestyle==2.8.0 - # via - # -r requirements/base.txt - # flake8 - # gsy-dex - # gsy-framework -pyflakes==2.4.0 - # via - # -r requirements/base.txt - # flake8 - # gsy-dex - # gsy-framework -pyparsing==2.4.7 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # packaging -pyrsistent==0.18.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # jsonschema -python-dateutil==2.8.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pendulum -python-rex==0.4 - # via -r requirements/base.txt -pytz==2021.3 - # via -r requirements/base.txt -pytzdata==2020.1 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pendulum -pyyaml==6.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pre-commit -ratelim==0.1.6 - # via - # -r requirements/base.txt - # geocoder - # gsy-framework -redis==3.5.3 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # rq -regex==2021.10.23 - # via - # -r requirements/base.txt - # awesome-slugify -requests==2.25.1 - # via - # -r requirements/base.txt - # geocoder - # gsy-dex - # gsy-framework - # scalecodec - # substrate-interface -rq==1.10.0 - # via -r requirements/base.txt -scalecodec==0.11.16 - # via - # gsy-dex - # substrate-interface -six==1.16.0 - # via - # -r requirements/base.txt - # flake8-tuple - # geocoder - # gsy-dex - # gsy-framework - # plotly - # python-dateutil - # python-rex - # tox - # virtualenv - # websocket-client -sortedcontainers==2.4.0 - # via -r requirements/base.txt -substrate-interface==0.13.9 - # via gsy-dex -tabulate==0.8.9 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -tenacity==8.0.1 - # via - # -r requirements/base.txt - # plotly -toml==0.10.2 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pre-commit - # tox -tox==3.24.4 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -unidecode==0.4.21 - # via - # -r requirements/base.txt - # awesome-slugify -urllib3==1.26.7 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # requests -virtualenv==20.10.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework - # pre-commit - # tox -websocket-client==0.58.0 - # via - # gsy-dex - # substrate-interface -websockets==10.0 - # via - # -r requirements/base.txt - # gsy-dex - # gsy-framework -xxhash==2.0.2 - # via - # gsy-dex - # substrate-interface diff --git a/requirements/dev.txt b/requirements/dev.txt index 4a52e4fa8e..efa4579d98 100644 --- a/requirements/dev.txt +++ b/requirements/dev.txt @@ -125,6 +125,10 @@ mccabe==0.6.1 # flake8 # gsy-framework # pylint +mpmath==1.3.0 + # via + # -r requirements/base.txt + # sympy nodeenv==1.6.0 # via # -r requirements/base.txt @@ -162,7 +166,7 @@ pluggy==1.0.0 # tox pony==0.7.14 # via -r requirements/base.txt -pre-commit==3.3.0 +pre-commit==3.3 # via # -r requirements/base.txt # gsy-framework @@ -256,6 +260,8 @@ six==1.16.0 # virtualenv sortedcontainers==2.4.0 # via -r requirements/base.txt +sympy==1.12 + # via -r requirements/base.txt tabulate==0.8.9 # via # -r requirements/base.txt diff --git a/requirements/tests.txt b/requirements/tests.txt index 9ca3bd4aba..dee191783e 100644 --- a/requirements/tests.txt +++ b/requirements/tests.txt @@ -149,6 +149,10 @@ mccabe==0.6.1 # flake8 # gsy-framework # pylint +mpmath==1.3.0 + # via + # -r requirements/dev.txt + # sympy nodeenv==1.6.0 # via # -r requirements/dev.txt @@ -200,7 +204,7 @@ pluggy==1.0.0 # tox pony==0.7.14 # via -r requirements/dev.txt -pre-commit==3.3.0 +pre-commit==3.3 # via # -r requirements/dev.txt # gsy-framework @@ -310,6 +314,8 @@ six==1.16.0 # virtualenv sortedcontainers==2.4.0 # via -r requirements/dev.txt +sympy==1.12 + # via -r requirements/dev.txt tabulate==0.8.9 # via # -r requirements/dev.txt diff --git a/src/gsy_e/models/strategy/energy_parameters/heat_pump.py b/src/gsy_e/models/strategy/energy_parameters/heat_pump.py index c5b82549d9..a25b486950 100644 --- a/src/gsy_e/models/strategy/energy_parameters/heat_pump.py +++ b/src/gsy_e/models/strategy/energy_parameters/heat_pump.py @@ -1,3 +1,4 @@ +from abc import ABC, abstractmethod from typing import Optional, Dict, Union from gsy_framework.constants_limits import ConstSettings, GlobalConfig @@ -6,8 +7,9 @@ from pendulum import DateTime from gsy_e.constants import FLOATING_POINT_TOLERANCE -from gsy_e.models.strategy.state import HeatPumpState from gsy_e.models.strategy.profile import EnergyProfile +from gsy_e.models.strategy.state import HeatPumpState + # pylint: disable=pointless-string-statement """ Description of physical units and parameters: @@ -24,66 +26,92 @@ class HeatPumpEnergyParametersException(Exception): """Exception raised in the HeatPumpEnergyParameters""" -class HeatPumpEnergyParameters: - """Energy Parameters for the heat pump.""" - # pylint: disable=too-many-instance-attributes, too-many-arguments - def __init__(self, - maximum_power_rating_kW: float = - ConstSettings.HeatPumpSettings.MAX_POWER_RATING_KW, - min_temp_C: float = ConstSettings.HeatPumpSettings.MIN_TEMP_C, - max_temp_C: float = ConstSettings.HeatPumpSettings.MAX_TEMP_C, - initial_temp_C: float = ConstSettings.HeatPumpSettings.INIT_TEMP_C, - external_temp_C_profile: Optional[Union[str, float, Dict]] = None, - external_temp_C_profile_uuid: Optional[str] = None, - tank_volume_l: float = ConstSettings.HeatPumpSettings.TANK_VOL_L, - consumption_kWh_profile: Optional[Union[str, float, Dict]] = None, - consumption_kWh_profile_uuid: Optional[str] = None, - source_type: int = ConstSettings.HeatPumpSettings.SOURCE_TYPE): - +class HeatPumpEnergyParametersBase(ABC): + """ + Base class for common functionality across all heatpump strategies / models that include heat + storage. Does not depend on a specific heatpump model, and cannot be instantiated on its own. + """ + + # pylint: disable=too-many-arguments + def __init__( + self, + maximum_power_rating_kW: float = ConstSettings.HeatPumpSettings.MAX_POWER_RATING_KW, + min_temp_C: float = ConstSettings.HeatPumpSettings.MIN_TEMP_C, + max_temp_C: float = ConstSettings.HeatPumpSettings.MAX_TEMP_C, + initial_temp_C: float = ConstSettings.HeatPumpSettings.INIT_TEMP_C, + tank_volume_l: float = ConstSettings.HeatPumpSettings.TANK_VOL_L): # As a precaution, clamp the initial temp value with the min and max allowed temp value initial_temp_C = min(max(min_temp_C, initial_temp_C), max_temp_C) self._min_temp_C = min_temp_C self._max_temp_C = max_temp_C - self._source_type = source_type self._tank_volume_l = tank_volume_l self._Q_specific = SPECIFIC_HEAT_CONST_WATER * tank_volume_l * WATER_DENSITY # [kWh / K] self._slot_length = GlobalConfig.slot_length self._maximum_power_rating_kW = maximum_power_rating_kW self._max_energy_consumption_kWh = ( maximum_power_rating_kW * self._slot_length.total_hours()) - self.state = HeatPumpState(initial_temp_C, self._slot_length) - self._consumption_kWh: [DateTime, float] = EnergyProfile( - consumption_kWh_profile, consumption_kWh_profile_uuid, - profile_type=InputProfileTypes.ENERGY_KWH) + def event_activate(self): + """Runs on activate event.""" + self._rotate_profiles() - self._ext_temp_C: [DateTime, float] = EnergyProfile( - external_temp_C_profile, external_temp_C_profile_uuid, - profile_type=InputProfileTypes.IDENTITY) + def event_market_cycle(self, current_time_slot): + """To be called at the start of the market slot. """ + self._rotate_profiles(current_time_slot) + self._populate_state(current_time_slot) + + def get_min_energy_demand_kWh(self, time_slot: DateTime) -> float: + """Get energy that is needed to compensate for the heat los due to heating.""" + return self.state.get_min_energy_demand_kWh(time_slot) + + def get_max_energy_demand_kWh(self, time_slot: DateTime) -> float: + """Get energy that is needed to heat up the storage to temp_max.""" + return self.state.get_max_energy_demand_kWh(time_slot) def serialize(self): """Return dict with the current energy parameter values.""" return { - "consumption_kWh": self._consumption_kWh.input_profile, - "consumption_profile_uuid": self._consumption_kWh.input_profile_uuid, - "external_temp_C": self._ext_temp_C.input_profile, - "external_temp_profile_uuid": self._ext_temp_C.input_profile_uuid, - "source_type": self._source_type, "max_temp_C": self._max_temp_C, "min_temp_C": self._min_temp_C, + "max_energy_consumption_kWh": self._max_energy_consumption_kWh, "maximum_power_rating_kW": self._maximum_power_rating_kW, "tank_volume_l": self._tank_volume_l } - def event_activate(self): - """Runs on activate event.""" - self._rotate_profiles() + @abstractmethod + def _rotate_profiles(self, current_time_slot: Optional[DateTime] = None): + self.state.delete_past_state_values(current_time_slot) - def event_market_cycle(self, current_time_slot): - """To be called at the start of the market slot. """ - self._rotate_profiles(current_time_slot) - self._populate_state(current_time_slot) + def _populate_state(self, time_slot: DateTime): + self.state.update_storage_temp(time_slot) + + self.state.set_temp_decrease_K( + time_slot, self._calc_temp_decrease_K(time_slot)) + + self._calc_energy_demand(time_slot) + + @abstractmethod + def _calc_energy_to_buy_maximum(self, time_slot: DateTime) -> float: + pass + + @abstractmethod + def _calc_energy_to_buy_minimum(self, time_slot: DateTime) -> float: + pass + + @abstractmethod + def _calc_temp_decrease_K(self, time_slot: DateTime) -> float: + pass + + @abstractmethod + def _calc_temp_increase_K(self, time_slot: DateTime, traded_energy_kWh: float) -> float: + pass + + def _calc_energy_demand(self, time_slot: DateTime): + self.state.set_min_energy_demand_kWh( + time_slot, self._calc_energy_to_buy_minimum(time_slot)) + self.state.set_max_energy_demand_kWh( + time_slot, self._calc_energy_to_buy_maximum(time_slot)) def event_traded_energy(self, time_slot: DateTime, energy_kWh: float): """React to an event_traded_energy.""" @@ -92,13 +120,53 @@ def event_traded_energy(self, time_slot: DateTime, energy_kWh: float): self.state.update_temp_increase_K( time_slot, self._calc_temp_increase_K(time_slot, energy_kWh)) - def get_min_energy_demand_kWh(self, time_slot: DateTime) -> float: - """Get energy that is needed to compensate for the heat los due to heating.""" - return self.state.get_min_energy_demand_kWh(time_slot) + def _decrement_posted_energy(self, time_slot: DateTime, energy_kWh: float): + updated_min_energy_demand_kWh = max( + 0., self.get_min_energy_demand_kWh(time_slot) - energy_kWh) + updated_max_energy_demand_kWh = max( + 0., self.get_max_energy_demand_kWh(time_slot) - energy_kWh) + self.state.set_min_energy_demand_kWh(time_slot, updated_min_energy_demand_kWh) + self.state.set_max_energy_demand_kWh(time_slot, updated_max_energy_demand_kWh) - def get_max_energy_demand_kWh(self, time_slot: DateTime) -> float: - """Get energy that is needed to heat up the storage to temp_max.""" - return self.state.get_max_energy_demand_kWh(time_slot) + +class HeatPumpEnergyParameters(HeatPumpEnergyParametersBase): + """Energy Parameters for the heat pump.""" + # pylint: disable=too-many-instance-attributes, too-many-arguments + def __init__( + self, + maximum_power_rating_kW: float = ConstSettings.HeatPumpSettings.MAX_POWER_RATING_KW, + min_temp_C: float = ConstSettings.HeatPumpSettings.MIN_TEMP_C, + max_temp_C: float = ConstSettings.HeatPumpSettings.MAX_TEMP_C, + initial_temp_C: float = ConstSettings.HeatPumpSettings.INIT_TEMP_C, + external_temp_C_profile: Optional[Union[str, float, Dict]] = None, + external_temp_C_profile_uuid: Optional[str] = None, + tank_volume_l: float = ConstSettings.HeatPumpSettings.TANK_VOL_L, + consumption_kWh_profile: Optional[Union[str, float, Dict]] = None, + consumption_kWh_profile_uuid: Optional[str] = None, + source_type: int = ConstSettings.HeatPumpSettings.SOURCE_TYPE): + + super().__init__( + maximum_power_rating_kW, min_temp_C, max_temp_C, initial_temp_C, tank_volume_l) + self._source_type = source_type + + self._consumption_kWh: [DateTime, float] = EnergyProfile( + consumption_kWh_profile, consumption_kWh_profile_uuid, + profile_type=InputProfileTypes.ENERGY_KWH) + + self._ext_temp_C: [DateTime, float] = EnergyProfile( + external_temp_C_profile, external_temp_C_profile_uuid, + profile_type=InputProfileTypes.IDENTITY) + + def serialize(self): + """Return dict with the current energy parameter values.""" + return { + **super().serialize(), + "consumption_kWh": self._consumption_kWh.input_profile, + "consumption_profile_uuid": self._consumption_kWh.input_profile_uuid, + "external_temp_C": self._ext_temp_C.input_profile, + "external_temp_profile_uuid": self._ext_temp_C.input_profile_uuid, + "source_type": self._source_type, + } def _temp_diff_to_Q_kWh(self, diff_temp_K: float) -> float: return diff_temp_K * self._Q_specific @@ -107,11 +175,10 @@ def _Q_kWh_to_temp_diff(self, energy_kWh: float) -> float: return energy_kWh / self._Q_specific def _rotate_profiles(self, current_time_slot: Optional[DateTime] = None): + super()._rotate_profiles(current_time_slot) self._consumption_kWh.read_or_rotate_profiles() self._ext_temp_C.read_or_rotate_profiles() - self.state.delete_past_state_values(current_time_slot) - def _calc_energy_to_buy_maximum(self, time_slot: DateTime) -> float: max_energy_consumption = self._temp_diff_to_Q_kWh( self._max_temp_C - @@ -138,25 +205,13 @@ def _calc_temp_decrease_K(self, time_slot: DateTime) -> float: return temp_decrease_K - def _calc_temp_increase_K(self, time_slot: DateTime, energy_kWh: float) -> float: - return self._Q_kWh_to_temp_diff(self._calc_Q_from_energy_kWh(time_slot, energy_kWh)) + def _calc_temp_increase_K(self, time_slot: DateTime, traded_energy_kWh: float) -> float: + return self._Q_kWh_to_temp_diff(self._calc_Q_from_energy_kWh(time_slot, traded_energy_kWh)) def _populate_state(self, time_slot: DateTime): - # order matters here - self.state.update_storage_temp(time_slot) - - self.state.set_temp_decrease_K( - time_slot, self._calc_temp_decrease_K(time_slot)) - - self._calc_energy_demand(time_slot) + super()._populate_state(time_slot) self.state.set_energy_consumption_kWh(time_slot, self._consumption_kWh.profile[time_slot]) - def _calc_energy_demand(self, time_slot: DateTime): - self.state.set_min_energy_demand_kWh( - time_slot, self._calc_energy_to_buy_minimum(time_slot)) - self.state.set_max_energy_demand_kWh( - time_slot, self._calc_energy_to_buy_maximum(time_slot)) - def _calc_Q_from_energy_kWh(self, time_slot: DateTime, energy_kWh: float) -> float: return self._get_cop(time_slot) * energy_kWh @@ -180,11 +235,3 @@ def _cop_model(self, temp_current: float, temp_ambient: float) -> float: return 10.29 - 0.21 * delta_temp + 0.0012 * delta_temp**2 raise HeatPumpEnergyParametersException("HeatPumpSourceType not supported") - - def _decrement_posted_energy(self, time_slot: DateTime, energy_kWh: float): - updated_min_energy_demand_kWh = max( - 0., self.get_min_energy_demand_kWh(time_slot) - energy_kWh) - updated_max_energy_demand_kWh = max( - 0., self.get_max_energy_demand_kWh(time_slot) - energy_kWh) - self.state.set_min_energy_demand_kWh(time_slot, updated_min_energy_demand_kWh) - self.state.set_max_energy_demand_kWh(time_slot, updated_max_energy_demand_kWh) diff --git a/src/gsy_e/models/strategy/energy_parameters/virtual_heat_pump.py b/src/gsy_e/models/strategy/energy_parameters/virtual_heat_pump.py new file mode 100644 index 0000000000..e98fd25afc --- /dev/null +++ b/src/gsy_e/models/strategy/energy_parameters/virtual_heat_pump.py @@ -0,0 +1,217 @@ +import logging +from typing import Optional, Union, Dict + +import sympy as sp +from gsy_framework.constants_limits import ConstSettings, GlobalConfig +from gsy_framework.read_user_profile import InputProfileTypes +from gsy_framework.utils import convert_W_to_kWh, convert_kWh_to_W +from pendulum import DateTime + +from gsy_e.constants import FLOATING_POINT_TOLERANCE +from gsy_e.models.strategy.energy_parameters.heat_pump import ( + HeatPumpEnergyParametersBase, WATER_DENSITY) +from gsy_e.models.strategy.profile import EnergyProfile + +logger = logging.getLogger(__name__) + +CALIBRATION_COEFFICIENT = 0.85 +WATER_SPECIFIC_HEAT_CAPACITY = 4182 # [J/kg°C] +GROUND_WATER_TEMPERATURE_C = 12 + + +class VirtualHeatpumpEnergyParameters(HeatPumpEnergyParametersBase): + """Energy parameters for the virtual heatpump strategy class.""" + # pylint: disable=too-many-arguments + def __init__( + self, + maximum_power_rating_kW: float = ConstSettings.HeatPumpSettings.MAX_POWER_RATING_KW, + min_temp_C: float = ConstSettings.HeatPumpSettings.MIN_TEMP_C, + max_temp_C: float = ConstSettings.HeatPumpSettings.MAX_TEMP_C, + initial_temp_C: float = ConstSettings.HeatPumpSettings.INIT_TEMP_C, + tank_volume_l: float = ConstSettings.HeatPumpSettings.TANK_VOL_L, + water_supply_temp_C_profile: Optional[Union[str, float, Dict]] = None, + water_supply_temp_C_profile_uuid: Optional[str] = None, + water_return_temp_C_profile: Optional[Union[str, float, Dict]] = None, + water_return_temp_C_profile_uuid: Optional[str] = None, + dh_water_flow_m3_profile: Optional[Union[str, float, Dict]] = None, + dh_water_flow_m3_profile_uuid: Optional[str] = None, + ): + super().__init__( + maximum_power_rating_kW, min_temp_C, max_temp_C, initial_temp_C, tank_volume_l) + + self._water_supply_temp_C: [DateTime, float] = EnergyProfile( + water_supply_temp_C_profile, water_supply_temp_C_profile_uuid, + profile_type=InputProfileTypes.IDENTITY) + + self._water_return_temp_C: [DateTime, float] = EnergyProfile( + water_return_temp_C_profile, water_return_temp_C_profile_uuid, + profile_type=InputProfileTypes.IDENTITY) + + self._dh_water_flow_m3: [DateTime, float] = EnergyProfile( + dh_water_flow_m3_profile, dh_water_flow_m3_profile_uuid, + profile_type=InputProfileTypes.IDENTITY) + + def serialize(self): + """Return dict with the current energy parameter values.""" + return { + **super().serialize(), + "water_supply_temp_C": self._water_supply_temp_C.input_profile, + "water_supply_temp_C_uuid": self._water_supply_temp_C.input_profile_uuid, + "water_return_temp_C": self._water_return_temp_C.input_profile, + "water_return_temp_C_uuid": self._water_return_temp_C.input_profile_uuid, + "dh_water_flow_m3_profile": self._dh_water_flow_m3.input_profile, + "dh_water_flow_m3_profile_uuid": self._dh_water_flow_m3.input_profile_uuid, + } + + def _rotate_profiles(self, current_time_slot: Optional[DateTime] = None): + self._water_return_temp_C.read_or_rotate_profiles() + self._water_supply_temp_C.read_or_rotate_profiles() + self._dh_water_flow_m3.read_or_rotate_profiles() + self.state.delete_past_state_values(current_time_slot) + + def _calc_energy_to_buy_maximum(self, time_slot: DateTime) -> float: + max_energy_consumption = self._target_storage_temp_to_energy(self._max_temp_C, time_slot) + assert max_energy_consumption > -FLOATING_POINT_TOLERANCE + return min(self._max_energy_consumption_kWh, max_energy_consumption) + + def _calc_energy_to_buy_minimum(self, time_slot: DateTime) -> float: + min_energy_consumption = self._target_storage_temp_to_energy( + self.state.get_storage_temp_C(time_slot), time_slot) + assert min_energy_consumption > -FLOATING_POINT_TOLERANCE + return min(self._max_energy_consumption_kWh, min_energy_consumption) + + def _calc_temp_decrease_K(self, time_slot: DateTime) -> float: + dh_supply_temp = self._water_supply_temp_C.profile[time_slot] + dh_return_temp = self._water_return_temp_C.profile[time_slot] + m_m3 = self._dh_water_flow_m3.profile[time_slot] + m_kg_per_sec = m_m3 * 1000 / 3600 + q_out = m_kg_per_sec * WATER_SPECIFIC_HEAT_CAPACITY * (dh_supply_temp - dh_return_temp) + temp_differential_per_sec = -q_out / ( + WATER_DENSITY * WATER_SPECIFIC_HEAT_CAPACITY * self._tank_volume_l) + temp_decrease = temp_differential_per_sec * GlobalConfig.slot_length.total_seconds() + assert temp_decrease <= 0.0 + return abs(temp_decrease) + + def _calc_temp_increase_K(self, time_slot: DateTime, traded_energy_kWh: float) -> float: + storage_temp = self._energy_to_storage_temp(traded_energy_kWh, time_slot) + current_storage_temp = self.state.get_storage_temp_C(time_slot) + if storage_temp <= current_storage_temp: + return 0 + return storage_temp - current_storage_temp + + def _target_storage_temp_to_energy( + self, target_storage_temp_C: float, time_slot: DateTime) -> float: + """ + Return the energy needed to be consumed by the heatpump in order to generate enough heat + to warm the water tank to storage_temp degrees C. + """ + if not self._min_temp_C < target_storage_temp_C < self._max_temp_C: + logger.info( + "Storage temp %s cannot exceed min (%s) / max (%s) tank temperatures.", + target_storage_temp_C, self._min_temp_C, self._max_temp_C) + target_storage_temp_C = max( + min(target_storage_temp_C, self._max_temp_C), self._min_temp_C) + + m_m3 = self._dh_water_flow_m3.profile[time_slot] + m_kg_per_sec = m_m3 * 1000 / 3600 + if m_kg_per_sec <= FLOATING_POINT_TOLERANCE: + return 0. + + dh_supply_temp = self._water_supply_temp_C.profile[time_slot] + dh_return_temp = self._water_return_temp_C.profile[time_slot] + current_storage_temp = self.state.get_storage_temp_C(time_slot) + q_out = m_kg_per_sec * WATER_SPECIFIC_HEAT_CAPACITY * (dh_supply_temp - dh_return_temp) + + temp_differential_per_sec = ( + (target_storage_temp_C - current_storage_temp) / + GlobalConfig.slot_length.total_seconds()) + q_in = (WATER_DENSITY * WATER_SPECIFIC_HEAT_CAPACITY * + self._tank_volume_l * temp_differential_per_sec + q_out) + condenser_temp = (q_in / + (m_kg_per_sec * WATER_SPECIFIC_HEAT_CAPACITY)) + target_storage_temp_C + cop = CALIBRATION_COEFFICIENT * (condenser_temp / + (condenser_temp - GROUND_WATER_TEMPERATURE_C)) + p_el = q_in / cop + energy_kWh = convert_W_to_kWh(p_el, GlobalConfig.slot_length) + logger.debug("Calculated maximum electricity demand for heatpump. \n" + "Target Storage Temperature: %s C. \n" + "Current Storage Temperature: %s C. \n" + "District Heating Supply Temperature: %s C. \n" + "District Heating Return Temperature: %s C. \n" + "District Heating Water Flow: %s m3/hour. \n" + "Temperature Differential: %s C/sec. \n" + "Q Out: %s W. Q In: %s W. \n" + "Condenser Temperature: %s C. COP: %s.\n" + "Heatpump Power: %s W.\n" + "Heatpump Energy Consumption %s kWh.", + target_storage_temp_C, current_storage_temp, dh_supply_temp, dh_return_temp, + m_m3, temp_differential_per_sec, q_out, q_in, condenser_temp, cop, p_el, + energy_kWh) + return energy_kWh + + def _energy_to_storage_temp( + self, energy_kWh: float, time_slot: DateTime) -> float: + """ + Return the water storage temperature after the heatpump has consumed energy_kWh energy and + produced heat with it. + """ + # pylint: disable=too-many-locals + dh_supply_temp = self._water_supply_temp_C.profile[time_slot] + dh_return_temp = self._water_return_temp_C.profile[time_slot] + current_storage_temp = self.state.get_storage_temp_C(time_slot) + m_m3 = self._dh_water_flow_m3.profile[time_slot] + m_kg_per_sec = m_m3 * 1000 / 3600 + q_out = m_kg_per_sec * WATER_SPECIFIC_HEAT_CAPACITY * (dh_supply_temp - dh_return_temp) + p_el = convert_kWh_to_W(energy_kWh, GlobalConfig.slot_length) + + (q_in_sym, cop_sym, storage_temp_sym, + temp_differential_sym, condenser_temp_sym) = sp.symbols( + "q_in, cop, storage_temp, temp_differential, condenser_temp") + + ans = sp.solve([ + sp.Eq((storage_temp_sym - current_storage_temp) / + GlobalConfig.slot_length.total_seconds(), + temp_differential_sym), + sp.Eq(WATER_DENSITY * WATER_SPECIFIC_HEAT_CAPACITY * + self._tank_volume_l * temp_differential_sym + q_out, + q_in_sym), + sp.Eq((q_in_sym / (m_kg_per_sec * WATER_SPECIFIC_HEAT_CAPACITY)) + storage_temp_sym, + condenser_temp_sym), + sp.Eq(CALIBRATION_COEFFICIENT * (condenser_temp_sym / + (condenser_temp_sym - GROUND_WATER_TEMPERATURE_C)), + cop_sym), + sp.Eq(q_in_sym / cop_sym, + p_el) + ]) + solution = max(ans, key=lambda result: result.get(temp_differential_sym)) + logger.debug( + "Calculated maximum electricity demand for heatpump. \n" + "Target Storage Temperature: %s C. \n" + "Current Storage Temperature: %s C. \n" + "District Heating Supply Temperature: %s C. \n" + "District Heating Return Temperature: %s C. \n" + "District Heating Water Flow: %s kg/sec. \n" + "Temperature Differential: %s C. \n" + "Q Out: %s J. Q In: %s J. \n" + "Condenser Temperature: %s C. COP: %s.\n" + "Heatpump Power: %s W", + solution.get(storage_temp_sym), current_storage_temp, dh_supply_temp, + dh_return_temp, m_kg_per_sec, solution.get(temp_differential_sym), q_out, + solution.get(q_in_sym), solution.get(condenser_temp_sym), solution.get(cop_sym), + p_el) + + return float(solution.get(storage_temp_sym)) + + def event_traded_energy(self, time_slot: DateTime, energy_kWh: float): + """React to an event_traded_energy.""" + super().event_traded_energy(time_slot, energy_kWh) + self.state.update_energy_consumption_kWh(time_slot, energy_kWh) + + def event_market_cycle(self, current_time_slot): + """To be called at the start of the market slot. """ + self._rotate_profiles(current_time_slot) + self._populate_state(current_time_slot) + supply_temp = self._water_supply_temp_C.profile[current_time_slot] + return_temp = self._water_return_temp_C.profile[current_time_slot] + assert supply_temp >= return_temp, f"Supply temperature {supply_temp} has to be greater " \ + f"than {return_temp}, timeslot {current_time_slot}" diff --git a/src/gsy_e/models/strategy/heat_pump.py b/src/gsy_e/models/strategy/heat_pump.py index 126bb4de18..7ae02b0c37 100644 --- a/src/gsy_e/models/strategy/heat_pump.py +++ b/src/gsy_e/models/strategy/heat_pump.py @@ -47,7 +47,7 @@ def serialize(self): class HeatPumpStrategy(TradingStrategyBase): """Strategy for heat pumps with storages.""" - # pylint: disable=too-many-arguments) + # pylint: disable=too-many-arguments,super-init-not-called def __init__(self, maximum_power_rating_kW: float = ConstSettings.HeatPumpSettings.MAX_POWER_RATING_KW, @@ -69,23 +69,7 @@ def __init__(self, assert ConstSettings.MASettings.MARKET_TYPE != 1, ( "Heatpump has not been implemented for the OneSidedMarket") - self.use_default_updater_params: bool = not order_updater_parameters - if self.use_default_updater_params: - self.order_updater_parameters = { - AvailableMarketTypes.SPOT: HeatPumpOrderUpdaterParameters()} - else: - self.order_updater_parameters = order_updater_parameters - for market_type in AvailableMarketTypes: - if not self.order_updater_parameters.get(market_type): - continue - HeatPumpValidator.validate_rate( - initial_buying_rate=self.order_updater_parameters[market_type].initial_rate, - final_buying_rate=self.order_updater_parameters[market_type].final_rate, - update_interval=self.order_updater_parameters[market_type].update_interval, - preferred_buying_rate=preferred_buying_rate - ) - - super().__init__(order_updater_parameters=self.order_updater_parameters) + self._init_price_params(order_updater_parameters, preferred_buying_rate) self._energy_params = HeatPumpEnergyParameters( maximum_power_rating_kW=maximum_power_rating_kW, @@ -111,18 +95,36 @@ def __init__(self, consumption_kWh_profile_uuid=consumption_kWh_profile_uuid, source_type=source_type) - self.preferred_buying_rate = preferred_buying_rate - # needed for profile_handler self.external_temp_C_profile_uuid = external_temp_C_profile_uuid self.consumption_kWh_profile_uuid = consumption_kWh_profile_uuid + def _init_price_params(self, order_updater_parameters, preferred_buying_rate): + self.use_default_updater_params: bool = not order_updater_parameters + if self.use_default_updater_params: + order_updater_parameters = { + AvailableMarketTypes.SPOT: HeatPumpOrderUpdaterParameters()} + else: + for market_type in AvailableMarketTypes: + if not order_updater_parameters.get(market_type): + continue + HeatPumpValidator.validate_rate( + initial_buying_rate=order_updater_parameters[market_type].initial_rate, + final_buying_rate=order_updater_parameters[market_type].final_rate, + update_interval=order_updater_parameters[market_type].update_interval, + preferred_buying_rate=preferred_buying_rate + ) + + super().__init__(order_updater_parameters=order_updater_parameters) + + self.preferred_buying_rate = preferred_buying_rate + def serialize(self): """Serialize strategy parameters.""" return { "preferred_buying_rate": self.preferred_buying_rate, **self._energy_params.serialize(), - **self.order_updater_parameters.get(AvailableMarketTypes.SPOT).serialize() + **self._order_updater_params.get(AvailableMarketTypes.SPOT).serialize() } @staticmethod diff --git a/src/gsy_e/models/strategy/state/heat_pump_state.py b/src/gsy_e/models/strategy/state/heat_pump_state.py index 37d3725e1f..8ec31cb088 100644 --- a/src/gsy_e/models/strategy/state/heat_pump_state.py +++ b/src/gsy_e/models/strategy/state/heat_pump_state.py @@ -76,6 +76,10 @@ def set_energy_consumption_kWh(self, time_slot: DateTime, energy_kWh: float): """Set the energy consumption of the heatpump for a given time slot.""" self._energy_consumption_kWh[time_slot] = energy_kWh + def update_energy_consumption_kWh(self, time_slot: DateTime, energy_kWh: float): + """Update the energy consumption of the heatpump for a given time slot.""" + self._energy_consumption_kWh[time_slot] += energy_kWh + def update_temp_increase_K(self, time_slot: DateTime, temp_diff_K: float): """Set the temperature increase for a given time slot.""" self._temp_increase_K[time_slot] += temp_diff_K diff --git a/src/gsy_e/models/strategy/virtual_heatpump.py b/src/gsy_e/models/strategy/virtual_heatpump.py new file mode 100644 index 0000000000..203b4c3e3d --- /dev/null +++ b/src/gsy_e/models/strategy/virtual_heatpump.py @@ -0,0 +1,72 @@ +from typing import Optional, Union, Dict + +from gsy_framework.constants_limits import ConstSettings +from gsy_framework.enums import AvailableMarketTypes +from gsy_framework.validators.heat_pump_validator import VirtualHeatPumpValidator + +from gsy_e.models.strategy.energy_parameters.virtual_heat_pump import ( + VirtualHeatpumpEnergyParameters) +from gsy_e.models.strategy.heat_pump import HeatPumpOrderUpdaterParameters, HeatPumpStrategy + +VirtualHPSettings = ConstSettings.HeatPumpSettings + + +class VirtualHeatpumpStrategy(HeatPumpStrategy): + # pylint: disable=super-init-not-called,too-many-arguments + """ + Strategy that simulates a virtual heatpump, modelling how a home with an existing district + heating network connection would work if there was a heatpump installed. + """ + def __init__( + self, + maximum_power_rating_kW: float = VirtualHPSettings.MAX_POWER_RATING_KW, + min_temp_C: float = VirtualHPSettings.MIN_TEMP_C, + max_temp_C: float = VirtualHPSettings.MAX_TEMP_C, + initial_temp_C: float = VirtualHPSettings.INIT_TEMP_C, + tank_volume_l: float = VirtualHPSettings.TANK_VOL_L, + water_supply_temp_C_profile: Optional[Union[str, float, Dict]] = None, + water_supply_temp_C_profile_uuid: Optional[str] = None, + water_return_temp_C_profile: Optional[Union[str, float, Dict]] = None, + water_return_temp_C_profile_uuid: Optional[str] = None, + dh_water_flow_m3_profile: Optional[Union[str, float, Dict]] = None, + dh_water_flow_m3_profile_uuid: Optional[str] = None, + order_updater_parameters: Dict[ + AvailableMarketTypes, HeatPumpOrderUpdaterParameters] = None, + preferred_buying_rate: float = VirtualHPSettings.PREFERRED_BUYING_RATE): + + assert ConstSettings.MASettings.MARKET_TYPE != 1, ( + "Heatpump has not been implemented for the OneSidedMarket") + + self._init_price_params(order_updater_parameters, preferred_buying_rate) + + self._energy_params = VirtualHeatpumpEnergyParameters( + maximum_power_rating_kW=maximum_power_rating_kW, + min_temp_C=min_temp_C, + max_temp_C=max_temp_C, + initial_temp_C=initial_temp_C, + tank_volume_l=tank_volume_l, + water_supply_temp_C_profile=water_supply_temp_C_profile, + water_supply_temp_C_profile_uuid=water_supply_temp_C_profile_uuid, + water_return_temp_C_profile=water_return_temp_C_profile, + water_return_temp_C_profile_uuid=water_return_temp_C_profile_uuid, + dh_water_flow_m3_profile=dh_water_flow_m3_profile, + dh_water_flow_m3_profile_uuid=dh_water_flow_m3_profile_uuid, + ) + + self.water_supply_temp_C_profile_uuid = water_supply_temp_C_profile_uuid + self.water_return_temp_C_profile_uuid = water_return_temp_C_profile_uuid + self.dh_water_flow_m3_profile_uuid = dh_water_flow_m3_profile_uuid + + VirtualHeatPumpValidator.validate( + maximum_power_rating_kW=maximum_power_rating_kW, + min_temp_C=min_temp_C, + max_temp_C=max_temp_C, + initial_temp_C=initial_temp_C, + tank_volume_l=tank_volume_l, + water_supply_temp_C_profile=water_supply_temp_C_profile, + water_supply_temp_C_profile_uuid=water_supply_temp_C_profile_uuid, + water_return_temp_C_profile=water_return_temp_C_profile, + water_return_temp_C_profile_uuid=water_return_temp_C_profile_uuid, + dh_water_flow_m3_profile=dh_water_flow_m3_profile, + dh_water_flow_m3_profile_uuid=dh_water_flow_m3_profile_uuid, + ) diff --git a/src/gsy_e/resources/hp_return_temp_C.csv b/src/gsy_e/resources/hp_return_temp_C.csv new file mode 100644 index 0000000000..19217e39ff --- /dev/null +++ b/src/gsy_e/resources/hp_return_temp_C.csv @@ -0,0 +1,2976 @@ +2023-08-01T00:00:00,53.92666676866667 +2023-08-01T00:15:00,48.079999542 +2023-08-01T00:30:00,43.42999979666667 +2023-08-01T00:45:00,60.99666646533333 +2023-08-01T01:00:00,53.52999979533333 +2023-08-01T01:15:00,47.843333435333335 +2023-08-01T01:30:00,44.639999898 +2023-08-01T01:45:00,60.71333338466666 +2023-08-01T02:00:00,52.496666718 +2023-08-01T02:15:00,47.24000040666667 +2023-08-01T02:30:00,46.63333333333333 +2023-08-01T02:45:00,59.36333338466667 +2023-08-01T03:00:00,51.576666513999996 +2023-08-01T03:15:00,46.49333318 +2023-08-01T03:30:00,49.089999898 +2023-08-01T03:45:00,57.38999964333333 +2023-08-01T04:00:00,50.256666566 +2023-08-01T04:15:00,45.653333536666665 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+2023-08-31T22:45:00,0.0 +2023-08-31T23:00:00,0.010209147134999999 +2023-08-31T23:15:00,0.048663330076666664 +2023-08-31T23:30:00,0.0 +2023-08-31T23:45:00,0.0 diff --git a/src/gsy_e/setup/gsy_e_settings.json b/src/gsy_e/setup/gsy_e_settings.json index 90af6d5a79..d829d1902f 100644 --- a/src/gsy_e/setup/gsy_e_settings.json +++ b/src/gsy_e/setup/gsy_e_settings.json @@ -4,7 +4,7 @@ "slot_length": "15m", "tick_length": "15s", "cloud_coverage": 0, - "start_date": "2023-06-14" + "start_date": "2023-10-09" }, "advanced_settings": { "GeneralSettings": { @@ -241,7 +241,7 @@ 0, 30 ], - "PREFERRED_BUYING_RATE": 15 + "PREFERRED_BUYING_RATE": 30 }, "MASettings": { "GRID_FEE_TYPE": 1, diff --git a/src/gsy_e/setup/strategy_tests/virtual_heatpump.py b/src/gsy_e/setup/strategy_tests/virtual_heatpump.py new file mode 100644 index 0000000000..98e3483b80 --- /dev/null +++ b/src/gsy_e/setup/strategy_tests/virtual_heatpump.py @@ -0,0 +1,61 @@ +import os + +from gsy_framework.constants_limits import ConstSettings + +from gsy_e.gsy_e_core.util import gsye_root_path +from gsy_e.models.area import Area +from gsy_e.models.strategy.virtual_heatpump import VirtualHeatpumpStrategy +from gsy_e.models.strategy.infinite_bus import InfiniteBusStrategy +from gsy_e.models.strategy.pv import PVStrategy + +ConstSettings.MASettings.MARKET_TYPE = 2 + + +def get_setup(config): + area = Area( + "Grid", + [ + Area( + "House 1", + [ + Area( + "H1 Heat Pump", + strategy=VirtualHeatpumpStrategy( + maximum_power_rating_kW=10, + min_temp_C=20, + max_temp_C=70, + initial_temp_C=25, + tank_volume_l=500, + dh_water_flow_m3_profile=os.path.join( + gsye_root_path, "resources", "hp_water_flow.csv"), + water_supply_temp_C_profile=os.path.join( + gsye_root_path, "resources", "hp_supply_temp_C.csv"), + water_return_temp_C_profile=os.path.join( + gsye_root_path, "resources", "hp_return_temp_C.csv"), + preferred_buying_rate=15 + ), + ), + ], + ), + Area( + "House 2", + [ + Area( + "H2 PV", + strategy=PVStrategy( + capacity_kW=0.64, + initial_selling_rate=30, + final_selling_rate=5, + ), + ), + ], + ), + Area("Infinite Bus", + strategy=InfiniteBusStrategy(energy_sell_rate=25, + energy_buy_rate=0), + + ), + ], + config=config, + ) + return area diff --git a/tests/strategies/test_heat_pump.py b/tests/strategies/test_heat_pump.py index fd34a133b4..59edcad874 100644 --- a/tests/strategies/test_heat_pump.py +++ b/tests/strategies/test_heat_pump.py @@ -13,6 +13,7 @@ from gsy_e.gsy_e_core.util import gsye_root_path from gsy_e.models.area import Area from gsy_e.models.strategy.heat_pump import HeatPumpStrategy, HeatPumpOrderUpdaterParameters +from gsy_e.models.strategy.virtual_heatpump import VirtualHeatpumpStrategy if TYPE_CHECKING: from gsy_e.models.strategy.trading_strategy_base import TradingStrategyBase @@ -27,12 +28,23 @@ def fixture_heatpump_strategy(request) -> Tuple["TradingStrategyBase", "Area"]: ConstSettings.MASettings.MARKET_TYPE = 2 orig_start_date = GlobalConfig.start_date strategy_params = request.param if hasattr(request, "param") else {} - strategy = HeatPumpStrategy( - consumption_kWh_profile=os.path.join( - gsye_root_path, "resources", "hp_consumption_kWh.csv"), - external_temp_C_profile=os.path.join( - gsye_root_path, "resources", "hp_external_temp_C.csv"), - **strategy_params) + is_virtual_heatpump = strategy_params.pop("is_virtual", False) + if not is_virtual_heatpump: + strategy = HeatPumpStrategy( + consumption_kWh_profile=os.path.join( + gsye_root_path, "resources", "hp_consumption_kWh.csv"), + external_temp_C_profile=os.path.join( + gsye_root_path, "resources", "hp_external_temp_C.csv"), + **strategy_params) + else: + strategy = VirtualHeatpumpStrategy( + water_supply_temp_C_profile=os.path.join( + gsye_root_path, "resources", "hp_supply_temp_C.csv"), + water_return_temp_C_profile=os.path.join( + gsye_root_path, "resources", "hp_return_temp_C.csv"), + dh_water_flow_m3_profile=os.path.join( + gsye_root_path, "resources", "hp_water_flow.csv"), + **strategy_params) strategy._energy_params = Mock() strategy_area = Area("asset", strategy=strategy) area = Area("grid", children=[strategy_area]) @@ -56,6 +68,8 @@ def _assert_bid(orders, strategy, energy_to_buy, energy_rate): assert order.buyer.uuid == order.buyer.origin_uuid == strategy.owner.uuid @staticmethod + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True}, {"is_virtual": False}], indirect=True) def test_heatpump_creates_order_updater_on_spot_on_market_cycle(heatpump_fixture): strategy = heatpump_fixture[0] area = heatpump_fixture[1] @@ -64,6 +78,8 @@ def test_heatpump_creates_order_updater_on_spot_on_market_cycle(heatpump_fixture market_object = area.spot_market assert len(strategy._order_updaters[market_object].keys()) == 1 + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True}, {"is_virtual": False}], indirect=True) def test_heatpump_posts_order_on_spot_on_market_cycle(self, heatpump_fixture): strategy = heatpump_fixture[0] area = heatpump_fixture[1] @@ -73,6 +89,8 @@ def test_heatpump_posts_order_on_spot_on_market_cycle(self, heatpump_fixture): self._assert_bid(list(area.spot_market.bids.values()), strategy, energy_to_buy, GlobalConfig.FEED_IN_TARIFF) + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True}, {"is_virtual": False}], indirect=True) @patch("gsy_framework.constants_limits.GlobalConfig.FEED_IN_TARIFF", 0) @patch("gsy_framework.constants_limits.GlobalConfig.market_maker_rate", 15) def test_orders_are_updated_correctly_on_spot_on_tick(self, heatpump_fixture): @@ -94,6 +112,8 @@ def test_orders_are_updated_correctly_on_spot_on_tick(self, heatpump_fixture): self._assert_bid(list(market_object.bids.values()), strategy, energy_to_buy, 1) @staticmethod + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True}, {"is_virtual": False}], indirect=True) def test_remove_open_orders_removes_all_orders_on_spot(heatpump_fixture): strategy = heatpump_fixture[0] area = heatpump_fixture[1] @@ -107,7 +127,9 @@ def test_remove_open_orders_removes_all_orders_on_spot(heatpump_fixture): assert len(orders) == 0 @staticmethod - @pytest.mark.parametrize("heatpump_fixture", [{"order_updater_parameters": {}}], indirect=True) + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True, "order_updater_parameters": {}}, + {"is_virtual": False, "order_updater_parameters": {}}], indirect=True) @patch("gsy_framework.constants_limits.GlobalConfig.FEED_IN_TARIFF", 20) @patch("gsy_framework.constants_limits.GlobalConfig.market_maker_rate", 30) def test_order_updater_parameters_get_initiated_with_default_values(heatpump_fixture): @@ -120,7 +142,9 @@ def test_order_updater_parameters_get_initiated_with_default_values(heatpump_fix @staticmethod @patch("gsy_framework.constants_limits.GlobalConfig.FEED_IN_TARIFF", RATE_PROFILE) @patch("gsy_framework.constants_limits.GlobalConfig.market_maker_rate", RATE_PROFILE) - @pytest.mark.parametrize("heatpump_fixture", [{"order_updater_parameters": {}}], indirect=True) + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True, "order_updater_parameters": {}}, + {"is_virtual": False, "order_updater_parameters": {}}], indirect=True) def test_order_updater_parameters_get_initiated_with_default_profile(heatpump_fixture): strategy = heatpump_fixture[0] area = heatpump_fixture[1] @@ -139,7 +163,10 @@ def test_order_updater_parameters_get_initiated_with_default_profile(heatpump_fi @staticmethod @pytest.mark.parametrize("heatpump_fixture", [ - {"order_updater_parameters": { + {"is_virtual": True, "order_updater_parameters": { + AvailableMarketTypes.SPOT: HeatPumpOrderUpdaterParameters(initial_rate=0, + final_rate=15)}}, + {"is_virtual": False, "order_updater_parameters": { AvailableMarketTypes.SPOT: HeatPumpOrderUpdaterParameters(initial_rate=0, final_rate=15)}} ], indirect=True) @@ -151,6 +178,8 @@ def test_order_updater_parameters_get_initiated_with_user_input(heatpump_fixture assert strategy._order_updater_params[AvailableMarketTypes.SPOT].final_rate == 15 @staticmethod + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True}, {"is_virtual": False}], indirect=True) def test_get_energy_buy_energy_returns_correct_value(heatpump_fixture): strategy = heatpump_fixture[0] strategy.preferred_buying_rate = 15 @@ -161,6 +190,8 @@ def test_get_energy_buy_energy_returns_correct_value(heatpump_fixture): assert strategy._get_energy_buy_energy(16, CURRENT_MARKET_SLOT) == 1 @staticmethod + @pytest.mark.parametrize("heatpump_fixture", [ + {"is_virtual": True}, {"is_virtual": False}], indirect=True) def test_event_bid_traded_calls_ep_event_traded_energy(heatpump_fixture): strategy = heatpump_fixture[0] area = heatpump_fixture[1] diff --git a/tests/strategies/test_virtual_heatpump.py b/tests/strategies/test_virtual_heatpump.py new file mode 100644 index 0000000000..ee2361cbc5 --- /dev/null +++ b/tests/strategies/test_virtual_heatpump.py @@ -0,0 +1,92 @@ +from math import isclose + +import pytest +from gsy_framework.constants_limits import ConstSettings, GlobalConfig +from pendulum import DateTime, UTC + +from gsy_e.constants import FLOATING_POINT_TOLERANCE +from gsy_e.models.area import Area +from gsy_e.models.strategy.virtual_heatpump import VirtualHeatpumpStrategy + + +class TestVirtualHeatpumpStrategy: + # pylint: disable=too-many-arguments,protected-access,attribute-defined-outside-init + def setup_method(self): + ConstSettings.MASettings.MARKET_TYPE = 2 + self._datetime = DateTime(year=2022, month=7, day=1, tzinfo=UTC) + self._default_start_date = GlobalConfig.start_date + GlobalConfig.start_date = DateTime(year=2022, month=7, day=1, tzinfo=UTC) + self._virtual_hp = VirtualHeatpumpStrategy( + 10, 10, 60, 20, 500, + water_supply_temp_C_profile={self._datetime: 60}, + water_supply_temp_C_profile_uuid=None, + water_return_temp_C_profile={self._datetime: 45}, + water_return_temp_C_profile_uuid=None, + dh_water_flow_m3_profile={self._datetime: 0.1}, + dh_water_flow_m3_profile_uuid=None, + preferred_buying_rate=20 + ) + strategy_area = Area("asset", strategy=self._virtual_hp) + area = Area("grid", children=[strategy_area]) + area.config.start_date = self._datetime + area.config.end_date = area.config.start_date.add(days=1) + area.activate() + + def teardown_method(self): + ConstSettings.MASettings.MARKET_TYPE = 1 + GlobalConfig.start_date = self._default_start_date + + parameterized_arg_list = [ + (60.0, 45.0, 0.1, 30, 6.98603741, 0.75), + (50.0, 40.0, 0.1, 30, 6.81625000, 0.5), + (60.0, 45.0, 0.5, 50, 21.5665540, 3.75), + (60.0, 20.0, 0.1, 50, 21.4863768, 2.0) + ] + + @pytest.mark.parametrize( + "water_supply_temp, water_return_temp, water_flow, storage_temp, energy, _temp_decrease", + parameterized_arg_list) + def test_energy_from_storage_temp( + self, water_supply_temp, water_return_temp, water_flow, + storage_temp, energy, _temp_decrease): + self._virtual_hp._energy_params._water_supply_temp_C.profile = { + self._datetime: water_supply_temp} + self._virtual_hp._energy_params._water_return_temp_C.profile = { + self._datetime: water_return_temp} + self._virtual_hp._energy_params._dh_water_flow_m3.profile = { + self._datetime: water_flow} + calculated_energy = self._virtual_hp._energy_params._target_storage_temp_to_energy( + storage_temp, self._datetime) + assert isclose(calculated_energy, energy, abs_tol=FLOATING_POINT_TOLERANCE) + + @pytest.mark.parametrize( + "water_supply_temp, water_return_temp, water_flow, storage_temp, energy, _temp_decrease", + parameterized_arg_list) + def test_storage_temp_from_energy( + self, water_supply_temp, water_return_temp, water_flow, + storage_temp, energy, _temp_decrease): + self._virtual_hp._energy_params._water_supply_temp_C.profile = { + self._datetime: water_supply_temp} + self._virtual_hp._energy_params._water_return_temp_C.profile = { + self._datetime: water_return_temp} + self._virtual_hp._energy_params._dh_water_flow_m3.profile = { + self._datetime: water_flow} + calculated_storage_temp = self._virtual_hp._energy_params._energy_to_storage_temp( + energy, self._datetime) + assert isclose(calculated_storage_temp, storage_temp, abs_tol=FLOATING_POINT_TOLERANCE) + + @pytest.mark.parametrize( + "water_supply_temp, water_return_temp, water_flow, _storage_temp, _energy, temp_decrease", + parameterized_arg_list) + def test_storage_temp_decrease( + self, water_supply_temp, water_return_temp, water_flow, + _storage_temp, _energy, temp_decrease): + self._virtual_hp._energy_params._water_supply_temp_C.profile = { + self._datetime: water_supply_temp} + self._virtual_hp._energy_params._water_return_temp_C.profile = { + self._datetime: water_return_temp} + self._virtual_hp._energy_params._dh_water_flow_m3.profile = { + self._datetime: water_flow} + calculated_temp_decrease = self._virtual_hp._energy_params._calc_temp_decrease_K( + self._datetime) + assert isclose(calculated_temp_decrease, temp_decrease, abs_tol=FLOATING_POINT_TOLERANCE)