logical_meter
frequenz.sdk.timeseries.logical_meter
¤
A logical meter for calculating high level metrics for a microgrid.
Classes¤
frequenz.sdk.timeseries.logical_meter.LogicalMeter
¤
A logical meter for calculating high level metrics in a microgrid.
LogicalMeter provides methods for fetching power values from different points in the
microgrid. These methods return FormulaReceiver
objects, which can be used like
normal Receiver
s, but can also be composed to form higherorder formula streams.
Example
from frequenz.channels import Sender, Broadcast
from frequenz.sdk.actor import DataSourcingActor, ComponentMetricsResamplingActor
from frequenz.sdk.timeseries import ResamplerConfig
from frequenz.sdk.microgrid import initialize
from datetime import timedelta
channel_registry = ChannelRegistry(name="dataregistry")
# Create a channels for sending/receiving subscription requests
data_source_request_channel = Broadcast[ComponentMetricRequest]("datasource")
data_source_request_sender = data_source_request_channel.new_sender()
data_source_request_receiver = data_source_request_channel.new_receiver()
resampling_request_channel = Broadcast[ComponentMetricRequest]("resample")
resampling_request_sender = resampling_request_channel.new_sender()
resampling_request_receiver = resampling_request_channel.new_receiver()
# Instantiate a data sourcing actor
_data_sourcing_actor = DataSourcingActor(
request_receiver=data_source_request_receiver, registry=channel_registry
)
# Instantiate a resampling actor
async with ComponentMetricsResamplingActor(
channel_registry=channel_registry,
data_sourcing_request_sender=data_source_request_sender,
resampling_request_receiver=resampling_request_receiver,
config=ResamplerConfig(resampling_period=timedelta(seconds=1)),
):
await initialize(
"127.0.0.1",
50051,
ResamplerConfig(resampling_period=timedelta(seconds=1))
)
# Create a logical meter instance
logical_meter = LogicalMeter(
channel_registry,
resampling_request_sender,
)
# Get a receiver for a builtin formula
grid_power_recv = logical_meter.grid_power.new_receiver()
for grid_power_sample in grid_power_recv:
print(grid_power_sample)
# or compose formula receivers to create a new formula
net_power_recv = (
(
logical_meter.grid_power
 logical_meter.pv_power
)
.build("net_power")
.new_receiver()
)
for net_power_sample in net_power_recv:
print(net_power_sample)
Source code in frequenz/sdk/timeseries/logical_meter/_logical_meter.py
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Attributes¤
chp_consumption_power: FormulaEngine[Power]
property
¤
Fetch the CHP power consumption in the microgrid.
This formula produces positive values when consuming power and 0 otherwise.
If a formula engine to calculate CHP power consumption is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream CHP power consumption. 
chp_power: FormulaEngine[Power]
property
¤
Fetch the CHP power production in the microgrid.
This formula produces values that are in the Passive Sign Convention (PSC).
If a formula engine to calculate CHP power production is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream CHP power production. 
chp_production_power: FormulaEngine[Power]
property
¤
Fetch the CHP power production in the microgrid.
This formula produces positive values when producing power and 0 otherwise.
If a formula engine to calculate CHP power production is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream CHP power production. 
consumer_power: FormulaEngine[Power]
property
¤
Fetch the consumer power for the microgrid.
Under normal circumstances this is expected to correspond to the gross consumption of the site excluding active parts and battery.
This formula produces values that are in the Passive Sign Convention (PSC).
If a formula engine to calculate consumer power is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream consumer power. 
grid_consumption_power: FormulaEngine[Power]
property
¤
Fetch the grid consumption power for the microgrid.
This formula produces positive values when consuming power and 0 otherwise.
If a formula engine to calculate grid consumption power is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream grid consumption power. 
grid_current: FormulaEngine3Phase[Current]
property
¤
Fetch the grid power for the microgrid.
This formula produces values that are in the Passive Sign Convention (PSC).
If a formula engine to calculate grid current is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine3Phase[Current]

A FormulaEngine that will calculate and stream grid current. 
grid_power: FormulaEngine[Power]
property
¤
Fetch the grid power for the microgrid.
This formula produces values that are in the Passive Sign Convention (PSC).
If a formula engine to calculate grid power is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream grid power. 
grid_production_power: FormulaEngine[Power]
property
¤
Fetch the grid production power for the microgrid.
This formula produces positive values when producing power and 0 otherwise.
If a formula engine to calculate grid production power is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream grid production power. 
producer_power: FormulaEngine[Power]
property
¤
Fetch the producer power for the microgrid.
Under normal circumstances this is expected to correspond to the production of the sites active parts excluding ev chargers and batteries.
This formula produces values that are in the Passive Sign Convention (PSC).
If a formula engine to calculate producer power is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream producer power. 
pv_consumption_power: FormulaEngine[Power]
property
¤
Fetch the PV power consumption in the microgrid.
This formula produces positive values when consuming power and 0 otherwise.
If a formula engine to calculate PV power consumption is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream PV power consumption. 
pv_power: FormulaEngine[Power]
property
¤
Fetch the PV power in the microgrid.
This formula produces values that are in the Passive Sign Convention (PSC).
If a formula engine to calculate PV power is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream PV total power. 
pv_production_power: FormulaEngine[Power]
property
¤
Fetch the PV power production in the microgrid.
This formula produces positive values when producing power and 0 otherwise.
If a formula engine to calculate PV power production is not already running, it will be started.
A receiver from the formula engine can be created using the new_receiver
method.
RETURNS  DESCRIPTION 

FormulaEngine[Power]

A FormulaEngine that will calculate and stream PV power production. 
Functions¤
__init__(channel_registry, resampler_subscription_sender)
¤
Create a LogicalMeter instance
.
PARAMETER  DESCRIPTION 

channel_registry 
A channel registry instance shared with the resampling actor.
TYPE:

resampler_subscription_sender 
A sender for sending metric requests to the resampling actor.
TYPE:

Source code in frequenz/sdk/timeseries/logical_meter/_logical_meter.py
start_formula(formula, component_metric_id, *, nones_are_zeros=False)
¤
Start execution of the given formula.
Formulas can have Component IDs that are preceeded by a pound symbol("#"), and these operators: +, , *, /, (, ).
For example, the input string: "#20 + #5" is a formula for adding metrics from two components with ids 20 and 5.
PARAMETER  DESCRIPTION 

formula 
formula to execute.
TYPE:

component_metric_id 
The metric ID to use when fetching receivers from the resampling actor.
TYPE:

nones_are_zeros 
Whether to treat None values from the stream as 0s. If False, the returned value will be a None.
TYPE:

RETURNS  DESCRIPTION 

FormulaEngine[Quantity]

A FormulaEngine that applies the formula and streams values. 