mirror of
https://github.com/Akkudoktor-EOS/EOS.git
synced 2025-04-19 08:55:15 +00:00
356 lines
9.4 KiB
Python
356 lines
9.4 KiB
Python
import numpy as np
|
|
import pytest
|
|
|
|
from akkudoktoreos.config import AppConfig
|
|
from akkudoktoreos.devices.battery import EAutoParameters, PVAkku, PVAkkuParameters
|
|
from akkudoktoreos.devices.generic import Haushaltsgeraet, HaushaltsgeraetParameters
|
|
from akkudoktoreos.devices.inverter import Wechselrichter, WechselrichterParameters
|
|
from akkudoktoreos.prediction.ems import (
|
|
EnergieManagementSystem,
|
|
EnergieManagementSystemParameters,
|
|
)
|
|
|
|
prediction_hours = 48
|
|
optimization_hours = 24
|
|
start_hour = 1
|
|
|
|
|
|
# Example initialization of necessary components
|
|
@pytest.fixture
|
|
def create_ems_instance(tmp_config: AppConfig) -> EnergieManagementSystem:
|
|
"""Fixture to create an EnergieManagementSystem instance with given test parameters."""
|
|
# Initialize the battery and the inverter
|
|
akku = PVAkku(
|
|
PVAkkuParameters(kapazitaet_wh=5000, start_soc_prozent=80, min_soc_prozent=10),
|
|
hours=prediction_hours,
|
|
)
|
|
akku.reset()
|
|
wechselrichter = Wechselrichter(WechselrichterParameters(max_leistung_wh=10000), akku)
|
|
|
|
# Household device (currently not used, set to None)
|
|
home_appliance = Haushaltsgeraet(
|
|
HaushaltsgeraetParameters(
|
|
verbrauch_wh=2000,
|
|
dauer_h=2,
|
|
),
|
|
hours=prediction_hours,
|
|
)
|
|
home_appliance.set_startzeitpunkt(2)
|
|
|
|
# Example initialization of electric car battery
|
|
eauto = PVAkku(
|
|
EAutoParameters(kapazitaet_wh=26400, start_soc_prozent=10, min_soc_prozent=10),
|
|
hours=prediction_hours,
|
|
)
|
|
eauto.set_charge_per_hour(np.full(prediction_hours, 1))
|
|
|
|
# Parameters based on previous example data
|
|
pv_prognose_wh = [
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
8.05,
|
|
352.91,
|
|
728.51,
|
|
930.28,
|
|
1043.25,
|
|
1106.74,
|
|
1161.69,
|
|
6018.82,
|
|
5519.07,
|
|
3969.88,
|
|
3017.96,
|
|
1943.07,
|
|
1007.17,
|
|
319.67,
|
|
7.88,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
0,
|
|
5.04,
|
|
335.59,
|
|
705.32,
|
|
1121.12,
|
|
1604.79,
|
|
2157.38,
|
|
1433.25,
|
|
5718.49,
|
|
4553.96,
|
|
3027.55,
|
|
2574.46,
|
|
1720.4,
|
|
963.4,
|
|
383.3,
|
|
0,
|
|
0,
|
|
0,
|
|
]
|
|
|
|
strompreis_euro_pro_wh = [
|
|
0.0003384,
|
|
0.0003318,
|
|
0.0003284,
|
|
0.0003283,
|
|
0.0003289,
|
|
0.0003334,
|
|
0.0003290,
|
|
0.0003302,
|
|
0.0003042,
|
|
0.0002430,
|
|
0.0002280,
|
|
0.0002212,
|
|
0.0002093,
|
|
0.0001879,
|
|
0.0001838,
|
|
0.0002004,
|
|
0.0002198,
|
|
0.0002270,
|
|
0.0002997,
|
|
0.0003195,
|
|
0.0003081,
|
|
0.0002969,
|
|
0.0002921,
|
|
0.0002780,
|
|
0.0003384,
|
|
0.0003318,
|
|
0.0003284,
|
|
0.0003283,
|
|
0.0003289,
|
|
0.0003334,
|
|
0.0003290,
|
|
0.0003302,
|
|
0.0003042,
|
|
0.0002430,
|
|
0.0002280,
|
|
0.0002212,
|
|
0.0002093,
|
|
0.0001879,
|
|
0.0001838,
|
|
0.0002004,
|
|
0.0002198,
|
|
0.0002270,
|
|
0.0002997,
|
|
0.0003195,
|
|
0.0003081,
|
|
0.0002969,
|
|
0.0002921,
|
|
0.0002780,
|
|
]
|
|
|
|
einspeiseverguetung_euro_pro_wh = 0.00007
|
|
preis_euro_pro_wh_akku = 0.0001
|
|
|
|
gesamtlast = [
|
|
676.71,
|
|
876.19,
|
|
527.13,
|
|
468.88,
|
|
531.38,
|
|
517.95,
|
|
483.15,
|
|
472.28,
|
|
1011.68,
|
|
995.00,
|
|
1053.07,
|
|
1063.91,
|
|
1320.56,
|
|
1132.03,
|
|
1163.67,
|
|
1176.82,
|
|
1216.22,
|
|
1103.78,
|
|
1129.12,
|
|
1178.71,
|
|
1050.98,
|
|
988.56,
|
|
912.38,
|
|
704.61,
|
|
516.37,
|
|
868.05,
|
|
694.34,
|
|
608.79,
|
|
556.31,
|
|
488.89,
|
|
506.91,
|
|
804.89,
|
|
1141.98,
|
|
1056.97,
|
|
992.46,
|
|
1155.99,
|
|
827.01,
|
|
1257.98,
|
|
1232.67,
|
|
871.26,
|
|
860.88,
|
|
1158.03,
|
|
1222.72,
|
|
1221.04,
|
|
949.99,
|
|
987.01,
|
|
733.99,
|
|
592.97,
|
|
]
|
|
|
|
# Initialize the energy management system with the respective parameters
|
|
ems = EnergieManagementSystem(
|
|
tmp_config.eos,
|
|
EnergieManagementSystemParameters(
|
|
pv_prognose_wh=pv_prognose_wh,
|
|
strompreis_euro_pro_wh=strompreis_euro_pro_wh,
|
|
einspeiseverguetung_euro_pro_wh=einspeiseverguetung_euro_pro_wh,
|
|
preis_euro_pro_wh_akku=preis_euro_pro_wh_akku,
|
|
gesamtlast=gesamtlast,
|
|
),
|
|
eauto=eauto,
|
|
haushaltsgeraet=home_appliance,
|
|
wechselrichter=wechselrichter,
|
|
)
|
|
|
|
return ems
|
|
|
|
|
|
def test_simulation(create_ems_instance):
|
|
"""Test the EnergieManagementSystem simulation method."""
|
|
ems = create_ems_instance
|
|
|
|
# Simulate starting from hour 1 (this value can be adjusted)
|
|
|
|
result = ems.simuliere(start_stunde=start_hour)
|
|
|
|
# visualisiere_ergebnisse(
|
|
# ems.gesamtlast,
|
|
# ems.pv_prognose_wh,
|
|
# ems.strompreis_euro_pro_wh,
|
|
# result,
|
|
# ems.akku.discharge_array+ems.akku.charge_array,
|
|
# None,
|
|
# ems.pv_prognose_wh,
|
|
# start_hour,
|
|
# 48,
|
|
# np.full(48, 0.0),
|
|
# filename="visualization_results.pdf",
|
|
# extra_data=None,
|
|
# )
|
|
|
|
# Assertions to validate results
|
|
assert result is not None, "Result should not be None"
|
|
assert isinstance(result, dict), "Result should be a dictionary"
|
|
assert "Last_Wh_pro_Stunde" in result, "Result should contain 'Last_Wh_pro_Stunde'"
|
|
|
|
"""
|
|
Check the result of the simulation based on expected values.
|
|
"""
|
|
# Example result returned from the simulation (used for assertions)
|
|
assert result is not None, "Result should not be None."
|
|
|
|
# Check that the result is a dictionary
|
|
assert isinstance(result, dict), "Result should be a dictionary."
|
|
|
|
# Verify that the expected keys are present in the result
|
|
expected_keys = [
|
|
"Last_Wh_pro_Stunde",
|
|
"Netzeinspeisung_Wh_pro_Stunde",
|
|
"Netzbezug_Wh_pro_Stunde",
|
|
"Kosten_Euro_pro_Stunde",
|
|
"akku_soc_pro_stunde",
|
|
"Einnahmen_Euro_pro_Stunde",
|
|
"Gesamtbilanz_Euro",
|
|
"EAuto_SoC_pro_Stunde",
|
|
"Gesamteinnahmen_Euro",
|
|
"Gesamtkosten_Euro",
|
|
"Verluste_Pro_Stunde",
|
|
"Gesamt_Verluste",
|
|
"Haushaltsgeraet_wh_pro_stunde",
|
|
]
|
|
|
|
for key in expected_keys:
|
|
assert key in result, f"The key '{key}' should be present in the result."
|
|
|
|
# Check the length of the main arrays
|
|
assert (
|
|
len(result["Last_Wh_pro_Stunde"]) == 47
|
|
), "The length of 'Last_Wh_pro_Stunde' should be 48."
|
|
assert (
|
|
len(result["Netzeinspeisung_Wh_pro_Stunde"]) == 47
|
|
), "The length of 'Netzeinspeisung_Wh_pro_Stunde' should be 48."
|
|
assert (
|
|
len(result["Netzbezug_Wh_pro_Stunde"]) == 47
|
|
), "The length of 'Netzbezug_Wh_pro_Stunde' should be 48."
|
|
assert (
|
|
len(result["Kosten_Euro_pro_Stunde"]) == 47
|
|
), "The length of 'Kosten_Euro_pro_Stunde' should be 48."
|
|
assert (
|
|
len(result["akku_soc_pro_stunde"]) == 47
|
|
), "The length of 'akku_soc_pro_stunde' should be 48."
|
|
|
|
# Verify specific values in the 'Last_Wh_pro_Stunde' array
|
|
assert (
|
|
result["Last_Wh_pro_Stunde"][1] == 1527.13
|
|
), "The value at index 1 of 'Last_Wh_pro_Stunde' should be 1527.13."
|
|
assert (
|
|
result["Last_Wh_pro_Stunde"][2] == 1468.88
|
|
), "The value at index 2 of 'Last_Wh_pro_Stunde' should be 1468.88."
|
|
assert (
|
|
result["Last_Wh_pro_Stunde"][12] == 1132.03
|
|
), "The value at index 12 of 'Last_Wh_pro_Stunde' should be 1132.03."
|
|
|
|
# Verify that the value at index 0 is 'None'
|
|
# Check that 'Netzeinspeisung_Wh_pro_Stunde' and 'Netzbezug_Wh_pro_Stunde' are consistent
|
|
assert (
|
|
result["Netzbezug_Wh_pro_Stunde"][1] == 0
|
|
), "The value at index 1 of 'Netzbezug_Wh_pro_Stunde' should be 0."
|
|
|
|
# Verify the total balance
|
|
assert (
|
|
abs(result["Gesamtbilanz_Euro"] - 1.7880374129090917) < 1e-5
|
|
), "Total balance should be 1.7880374129090917."
|
|
|
|
# Check total revenue and total costs
|
|
assert (
|
|
abs(result["Gesamteinnahmen_Euro"] - 1.3169784090909087) < 1e-5
|
|
), "Total revenue should be 1.3169784090909087."
|
|
assert (
|
|
abs(result["Gesamtkosten_Euro"] - 3.1050158220000004) < 1e-5
|
|
), "Total costs should be 3.1050158220000004 ."
|
|
|
|
# Check the losses
|
|
assert (
|
|
abs(result["Gesamt_Verluste"] - 2615.222727272727) < 1e-5
|
|
), "Total losses should be 2615.222727272727 ."
|
|
|
|
# Check the values in 'akku_soc_pro_stunde'
|
|
assert (
|
|
result["akku_soc_pro_stunde"][-1] == 28.675
|
|
), "The value at index -1 of 'akku_soc_pro_stunde' should be 28.675."
|
|
assert (
|
|
result["akku_soc_pro_stunde"][1] == 25.379090909090905
|
|
), "The value at index 1 of 'akku_soc_pro_stunde' should be 25.379090909090905."
|
|
|
|
# Check home appliances
|
|
assert (
|
|
sum(ems.haushaltsgeraet.get_lastkurve()) == 2000
|
|
), "The sum of 'ems.haushaltsgeraet.get_lastkurve()' should be 2000."
|
|
|
|
assert (
|
|
np.nansum(
|
|
np.where(
|
|
np.equal(result["Haushaltsgeraet_wh_pro_stunde"], None),
|
|
np.nan,
|
|
np.array(result["Haushaltsgeraet_wh_pro_stunde"]),
|
|
)
|
|
)
|
|
== 2000
|
|
), "The sum of 'Haushaltsgeraet_wh_pro_stunde' should be 2000."
|
|
|
|
print("All tests passed successfully.")
|