feat: add Akkudoktor feed-in provider (#1187)
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The `FeedInTariffAkkudoktor` provider uses raw day-ahead market prices from
`https://api.akkudoktor.net/prices` as `feed_in_tariff_wh`. It does not add electricity import
charges or VAT. Published prices are extended to the configured prediction horizon with the same
seasonal ETS or median fallback used by the Akkudoktor electricity-price provider.

The Akkudoktor endpoint currently forwards hourly market prices from aWATTar. With a 15-minute
optimization interval, EOS holds each hourly price constant for its four quarter-hour slots. This
keeps the slot grid consistent but does not create genuine quarter-hour market prices.

Signed-off-by: Andreas Schmitz <akkudoktor.net>
Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>
This commit is contained in:
Bobby Noelte
2026-07-23 22:37:38 +02:00
committed by GitHub
parent ed61918fe0
commit 4c8a8e40f5
14 changed files with 327 additions and 31 deletions

2
.env
View File

@@ -11,7 +11,7 @@ DOCKER_COMPOSE_DATA_DIR=${HOME}/.local/share/net.akkudoktor.eos
# -----------------------------------------------------------------------------
# Image / build
# -----------------------------------------------------------------------------
VERSION=0.3.0.dev2607231331447302
VERSION=0.3.0.dev2607231372614323
PYTHON_VERSION=3.13.9
# -----------------------------------------------------------------------------

View File

@@ -6,7 +6,7 @@
# the root directory (no add-on folder as usual).
name: "Akkudoktor-EOS"
version: "0.3.0.dev2607231331447302"
version: "0.3.0.dev2607231372614323"
slug: "eos"
description: "Akkudoktor-EOS add-on"
url: "https://github.com/Akkudoktor-EOS/EOS"

View File

@@ -59,6 +59,7 @@
"bidding_zone": "DE-LU"
},
"providers": [
"FeedInTariffAkkudoktor",
"FeedInTariffEnergyCharts",
"FeedInTariffFixed",
"FeedInTariffImport"

View File

@@ -1,6 +1,6 @@
# Akkudoktor-EOS
**Version**: `v0.3.0.dev2607231331447302`
**Version**: `v0.3.0.dev2607231372614323`
<!-- pyml disable line-length -->
**Description**: This project provides a comprehensive solution for simulating and optimizing an energy system based on renewable energy sources. With a focus on photovoltaic (PV) systems, battery storage (batteries), load management (consumer requirements), heat pumps, electric vehicles, and consideration of electricity price data, this system enables forecasting and optimization of energy flow and costs over a specified period.

View File

@@ -208,15 +208,17 @@ data and rely on file/JSON imports only for initial setup.
Prediction keys:
- `feed_in_tarif_wh`: Feed in tarif per Wh (€/Wh).
- `feed_in_tarif_kwh`: Feed in tarif per kWh (€/kWh)
- `feed_in_tariff_wh`: Feed in tarif per Wh (€/Wh).
- `feed_in_tariff_kwh`: Feed in tarif per kWh (€/kWh)
Configuration options:
- `feedintarif`: Feed in tariff configuration.
- `feedintariff`: Feed in tariff configuration.
- `provider`: Feed in tariff provider id of provider to be used.
- `FeedInTariffAkkudoktor`: Retrieves raw day-ahead market prices from the public
Akkudoktor API without
- `FeedInTariffEnergyCharts`: Retrieves Energy-Charts day-ahead market prices and extends
them to the configured prediction horizon when necessary.
- `FeedInTariffFixed`: Provides fixed feed in tariff values.
@@ -227,6 +229,25 @@ Configuration options:
- `feedintariffimport.import_file_path`: Path to the file to import feed in tariff forecast data from.
- `feedintariffimport.import_json`: JSON string, dictionary of feed in tariff value lists.
### FeedInTariffAkkudoktor Provider
The `FeedInTariffAkkudoktor` provider uses raw day-ahead market prices from
`https://api.akkudoktor.net/prices` as `feed_in_tariff_wh`. It does not add electricity import
charges or VAT. Published prices are extended to the configured prediction horizon with the same
seasonal ETS or median fallback used by the Akkudoktor electricity-price provider.
The Akkudoktor endpoint currently forwards hourly market prices from aWATTar. With a 15-minute
optimization interval, EOS holds each hourly price constant for its four quarter-hour slots. This
keeps the slot grid consistent but does not create genuine quarter-hour market prices.
```json
{
"feedintariff": {
"provider": "FeedInTariffAkkudoktor"
}
}
```
### FeedInTariffEnergyCharts Provider
The `FeedInTariffEnergyCharts` provider uses the raw Energy-Charts day-ahead market price as the

View File

@@ -8,7 +8,7 @@
"name": "Apache 2.0",
"url": "https://www.apache.org/licenses/LICENSE-2.0.html"
},
"version": "v0.3.0.dev2607231331447302"
"version": "v0.3.0.dev2607231372614323"
},
"paths": {
"/v1/admin/cache/clear": {

View File

@@ -20,9 +20,10 @@ def feedintariff_provider_ids() -> list[str]:
# Prediction may not be initialized
# Return at least provider used in example
return [
"FeedInTariffAkkudoktor",
"FeedInTariffEnergyCharts",
"FeedInTariffFixed",
"FeedInTarifImport",
"FeedInTariffImport",
]
return [

View File

@@ -0,0 +1,161 @@
"""Provide feed-in tariff data from Akkudoktor market prices."""
import time
from datetime import datetime
from typing import Optional
import numpy as np
import pandas as pd
import requests
from loguru import logger
from akkudoktoreos.config.configabc import SettingsBaseModel
from akkudoktoreos.core.cache import cache_in_file
from akkudoktoreos.prediction.elecpriceakkudoktor import (
AkkudoktorElecPrice,
ElecPriceAkkudoktor,
)
from akkudoktoreos.prediction.feedintariffabc import FeedInTariffProvider
from akkudoktoreos.utils.datetimeutil import to_datetime, to_duration
class FeedInTariffAkkudoktorCommonSettings(SettingsBaseModel):
"""Settings for the Akkudoktor feed-in tariff provider.
The public Akkudoktor price endpoint only needs the timezone already
configured in ``general.timezone``, so no provider-specific values are
currently required.
"""
class FeedInTariffAkkudoktor(FeedInTariffProvider):
"""Use raw Akkudoktor day-ahead market prices as feed-in tariff data.
The upstream aWATTar endpoint currently supplies hourly values. EOS stores
those source values unchanged; consumers requesting a shorter interval can
forward-fill them onto the optimization grid.
Electricity export charges and VAT are intentionally not added. Prices
returned in EUR/MWh are converted to EUR/Wh and stored under
``feed_in_tariff_wh``.
"""
highest_orig_datetime: Optional[datetime] = None
def historic_hours_min(self) -> int:
"""Keep enough history for weekly seasonal price extrapolation."""
return 24 * 35
@classmethod
def provider_id(cls) -> str:
"""Return the unique provider identifier."""
return "FeedInTariffAkkudoktor"
@cache_in_file(with_ttl="1 hour")
def _request_forecast(self) -> AkkudoktorElecPrice:
"""Fetch market prices from the public Akkudoktor API."""
if not self.ems_start_datetime:
raise ValueError(f"Start DateTime not set: {self.ems_start_datetime}")
start_date = to_datetime(
self.ems_start_datetime - to_duration("35 days"), as_string="YYYY-MM-DD"
)
end_date = to_datetime(self.end_datetime, as_string="YYYY-MM-DD")
timezone = self.config.general.timezone
url = f"https://api.akkudoktor.net/prices?start={start_date}&end={end_date}&tz={timezone}"
max_attempts = 3
last_exc: Optional[Exception] = None
for attempt in range(1, max_attempts + 1):
try:
response = requests.get(url, timeout=(5, 20))
logger.debug("Response from {}: {}", url, response)
response.raise_for_status()
data = ElecPriceAkkudoktor._validate_data(response.content)
self.update_datetime = to_datetime(in_timezone=timezone)
return data
except (requests.exceptions.Timeout, requests.exceptions.ConnectionError) as exc:
last_exc = exc
logger.warning(
"Akkudoktor feed-in tariff request attempt {}/{} failed: {}",
attempt,
max_attempts,
exc,
)
if attempt < max_attempts:
time.sleep(2 * attempt)
raise last_exc # type: ignore[misc]
def _parse_data(self, data: AkkudoktorElecPrice) -> pd.Series:
"""Convert raw EUR/MWh values to a timezone-aware EUR/Wh series."""
series = pd.Series(dtype=float)
for value in data.values:
timestamp = to_datetime(value.start, in_timezone=self.config.general.timezone)
series.at[timestamp] = value.marketprice / 1_000_000
return series
def _predict_prices(self, history: np.ndarray, hours: int) -> np.ndarray:
"""Extend published prices to the configured prediction horizon."""
predictor = ElecPriceAkkudoktor()
if len(history) > 800:
return predictor._predict_ets(history, seasonal_periods=168, hours=hours)
if len(history) > 168:
return predictor._predict_ets(history, seasonal_periods=24, hours=hours)
if len(history) > 0:
logger.warning(
"Using median fallback for Akkudoktor feed-in tariff with only {} values.",
len(history),
)
return predictor._predict_median(history, hours=hours)
raise ValueError("No Akkudoktor feed-in tariff data available")
async def _update_data(self, force_update: Optional[bool] = False) -> None:
"""Update raw prices and extrapolate any missing horizon values."""
if not self.ems_start_datetime:
raise ValueError(f"Start DateTime not set: {self.ems_start_datetime}")
try:
data = self._request_forecast(force_update=force_update) # type: ignore[call-arg]
series = self._parse_data(data)
if series.empty:
raise ValueError("No Akkudoktor feed-in tariff data available")
self.highest_orig_datetime = to_datetime(
series.index.max(), in_timezone=self.config.general.timezone
)
await self.key_from_series("feed_in_tariff_wh", series)
except Exception as exc:
if self.highest_orig_datetime is None:
raise
logger.warning(
"Akkudoktor feed-in tariff update failed ({}); retaining existing data.",
exc,
)
if self.highest_orig_datetime is None:
raise ValueError("Highest original datetime not available")
history = np.asarray(
await self.key_to_array(
key="feed_in_tariff_wh",
end_datetime=self.highest_orig_datetime,
fill_method="linear",
),
dtype=float,
)
covered_hours = (
int((self.highest_orig_datetime - self.ems_start_datetime).total_seconds() // 3600) + 1
)
needed_hours = self.config.prediction.hours - max(covered_hours, 0)
if needed_hours <= 0:
return
prediction = self._predict_prices(history, needed_hours)
prediction_series = pd.Series(
data=prediction,
index=[
self.highest_orig_datetime + to_duration(f"{i + 1} hours")
for i in range(len(prediction))
],
)
await self.key_from_series("feed_in_tariff_wh", prediction_series)

View File

@@ -36,6 +36,7 @@ from akkudoktoreos.prediction.elecpriceenergycharts import ElecPriceEnergyCharts
from akkudoktoreos.prediction.elecpricefixed import ElecPriceFixed
from akkudoktoreos.prediction.elecpriceimport import ElecPriceImport
from akkudoktoreos.prediction.elecpricetibber import ElecPriceTibber
from akkudoktoreos.prediction.feedintariffakkudoktor import FeedInTariffAkkudoktor
from akkudoktoreos.prediction.feedintariffenergycharts import FeedInTariffEnergyCharts
from akkudoktoreos.prediction.feedintarifffixed import FeedInTariffFixed
from akkudoktoreos.prediction.feedintariffimport import FeedInTariffImport
@@ -82,6 +83,7 @@ elecprice_energy_charts = ElecPriceEnergyCharts()
elecprice_fixed = ElecPriceFixed()
elecprice_import = ElecPriceImport()
elecprice_tibber = ElecPriceTibber()
feedintariff_akkudoktor = FeedInTariffAkkudoktor()
feedintariff_energy_charts = FeedInTariffEnergyCharts()
feedintariff_fixed = FeedInTariffFixed()
feedintariff_import = FeedInTariffImport()
@@ -108,6 +110,7 @@ def prediction_providers() -> list[
ElecPriceFixed,
ElecPriceImport,
ElecPriceTibber,
FeedInTariffAkkudoktor,
FeedInTariffEnergyCharts,
FeedInTariffFixed,
FeedInTariffImport,
@@ -137,6 +140,7 @@ def prediction_providers() -> list[
elecprice_fixed, \
elecprice_import, \
elecprice_tibber, \
feedintariff_akkudoktor, \
feedintariff_energy_charts, \
feedintariff_fixed, \
feedintariff_import, \
@@ -162,6 +166,7 @@ def prediction_providers() -> list[
elecprice_fixed,
elecprice_import,
elecprice_tibber,
feedintariff_akkudoktor,
feedintariff_energy_charts,
feedintariff_fixed,
feedintariff_import,
@@ -192,6 +197,7 @@ class Prediction(PredictionContainer):
ElecPriceFixed,
ElecPriceImport,
ElecPriceTibber,
FeedInTariffAkkudoktor,
FeedInTariffEnergyCharts,
FeedInTariffFixed,
FeedInTariffImport,

View File

@@ -6,6 +6,7 @@ from unittest.mock import Mock, patch
import numpy as np
import pandas as pd
import pytest
import pytest_asyncio
from akkudoktoreos.core.cache import CacheFileStore
from akkudoktoreos.prediction.elecprice import ElecPriceCommonSettings

View File

@@ -0,0 +1,100 @@
import asyncio
import json
from unittest.mock import Mock, patch
import pytest
import pytest_asyncio
from akkudoktoreos.core.coreabc import get_ems
from akkudoktoreos.prediction.elecpriceakkudoktor import AkkudoktorElecPrice
from akkudoktoreos.prediction.feedintariffakkudoktor import FeedInTariffAkkudoktor
from akkudoktoreos.utils.datetimeutil import to_datetime, to_duration
@pytest.fixture
def provider(config_eos):
config_eos.merge_settings_from_dict(
{
"elecprice": {"charges_kwh": 0.30},
"feedintariff": {"provider": "FeedInTariffAkkudoktor"},
}
)
value = FeedInTariffAkkudoktor()
value.highest_orig_datetime = None
value.records.clear()
assert value.enabled()
return value
@pytest.fixture
def response_data():
return {
"meta": {
"start_timestamp": "1733871600",
"end_timestamp": "1733958000",
"start": "2024-12-11T00:00:00+01:00",
"end": "2024-12-12T00:00:00+01:00",
},
"values": [
{
"start_timestamp": 1733871600,
"end_timestamp": 1733875200,
"start": "2024-12-11T00:00:00+01:00",
"end": "2024-12-11T01:00:00+01:00",
"marketprice": 100.0,
"unit": "Eur/MWh",
"marketpriceEurocentPerKWh": 10.0,
},
{
"start_timestamp": 1733875200,
"end_timestamp": 1733878800,
"start": "2024-12-11T01:00:00+01:00",
"end": "2024-12-11T02:00:00+01:00",
"marketprice": 200.0,
"unit": "Eur/MWh",
"marketpriceEurocentPerKWh": 20.0,
},
],
}
class TestFeedInTariffAkkudokor:
def test_provider_is_available(self, config_eos):
assert "FeedInTariffAkkudoktor" in config_eos.feedintariff.providers
def test_parse_data_uses_raw_market_price_without_import_charges(self, provider, response_data):
data = AkkudoktorElecPrice.model_validate(response_data)
series = provider._parse_data(data)
assert series.iloc[0] == pytest.approx(0.0001)
@pytest.mark.asyncio
async def test_hourly_prices_are_held_constant_on_quarter_hour_grid(self, provider, response_data):
data = AkkudoktorElecPrice.model_validate(response_data)
await provider.key_from_series("feed_in_tariff_wh", provider._parse_data(data))
start = to_datetime("2024-12-11 00:00:00", in_timezone="Europe/Berlin")
values = await provider.key_to_array(
key="feed_in_tariff_wh",
start_datetime=start,
end_datetime=start + to_duration("2 hours"),
interval=to_duration("15 minutes"),
fill_method="ffill",
)
assert values.tolist() == pytest.approx([0.0001] * 4 + [0.0002] * 4)
@patch("requests.get")
def test_request_uses_akkudoktor_prices_endpoint(self, mock_get, provider, response_data):
response = Mock()
response.content = json.dumps(response_data)
response.raise_for_status = Mock()
mock_get.return_value = response
get_ems().set_start_datetime(to_datetime("2024-12-11 00:00:00", in_timezone="Europe/Berlin"))
provider._request_forecast(force_update=True)
url = mock_get.call_args[0][0]
assert url.startswith("https://api.akkudoktor.net/prices?")
assert "tz=Europe/Berlin" in url
assert mock_get.call_args.kwargs["timeout"] == (5, 20)

View File

@@ -7,6 +7,7 @@ from akkudoktoreos.prediction.elecpriceenergycharts import ElecPriceEnergyCharts
from akkudoktoreos.prediction.elecpricefixed import ElecPriceFixed
from akkudoktoreos.prediction.elecpriceimport import ElecPriceImport
from akkudoktoreos.prediction.elecpricetibber import ElecPriceTibber
from akkudoktoreos.prediction.feedintariffakkudoktor import FeedInTariffAkkudoktor
from akkudoktoreos.prediction.feedintariffenergycharts import FeedInTariffEnergyCharts
from akkudoktoreos.prediction.feedintarifffixed import FeedInTariffFixed
from akkudoktoreos.prediction.feedintariffimport import FeedInTariffImport
@@ -47,6 +48,7 @@ def forecast_providers():
ElecPriceFixed(),
ElecPriceImport(),
ElecPriceTibber(),
FeedInTariffAkkudoktor(),
FeedInTariffEnergyCharts(),
FeedInTariffFixed(),
FeedInTariffImport(),
@@ -101,23 +103,24 @@ def test_provider_sequence(prediction):
assert isinstance(prediction.providers[2], ElecPriceFixed)
assert isinstance(prediction.providers[3], ElecPriceImport)
assert isinstance(prediction.providers[4], ElecPriceTibber)
assert isinstance(prediction.providers[5], FeedInTariffEnergyCharts)
assert isinstance(prediction.providers[6], FeedInTariffFixed)
assert isinstance(prediction.providers[7], FeedInTariffImport)
assert isinstance(prediction.providers[8], LoadAkkudoktor)
assert isinstance(prediction.providers[9], LoadAkkudoktorAdjusted)
assert isinstance(prediction.providers[10], LoadVrm)
assert isinstance(prediction.providers[11], LoadImport)
assert isinstance(prediction.providers[12], PVForecastAkkudoktor)
assert isinstance(prediction.providers[13], PVForecastVrm)
assert isinstance(prediction.providers[14], PVForecastPVNode)
assert isinstance(prediction.providers[15], PVForecastForecastSolar)
assert isinstance(prediction.providers[16], PVForecastSolcast)
assert isinstance(prediction.providers[17], PVForecastImport)
assert isinstance(prediction.providers[18], WeatherBrightSky)
assert isinstance(prediction.providers[19], WeatherClearOutside)
assert isinstance(prediction.providers[20], WeatherOpenMeteo)
assert isinstance(prediction.providers[21], WeatherImport)
assert isinstance(prediction.providers[5], FeedInTariffAkkudoktor)
assert isinstance(prediction.providers[6], FeedInTariffEnergyCharts)
assert isinstance(prediction.providers[7], FeedInTariffFixed)
assert isinstance(prediction.providers[8], FeedInTariffImport)
assert isinstance(prediction.providers[9], LoadAkkudoktor)
assert isinstance(prediction.providers[10], LoadAkkudoktorAdjusted)
assert isinstance(prediction.providers[11], LoadVrm)
assert isinstance(prediction.providers[12], LoadImport)
assert isinstance(prediction.providers[13], PVForecastAkkudoktor)
assert isinstance(prediction.providers[14], PVForecastVrm)
assert isinstance(prediction.providers[15], PVForecastPVNode)
assert isinstance(prediction.providers[16], PVForecastForecastSolar)
assert isinstance(prediction.providers[17], PVForecastSolcast)
assert isinstance(prediction.providers[18], PVForecastImport)
assert isinstance(prediction.providers[19], WeatherBrightSky)
assert isinstance(prediction.providers[20], WeatherClearOutside)
assert isinstance(prediction.providers[21], WeatherOpenMeteo)
assert isinstance(prediction.providers[22], WeatherImport)
def test_provider_by_id(prediction, forecast_providers):
@@ -135,6 +138,7 @@ def test_prediction_repr(prediction):
assert "ElecPriceFixed" in result
assert "ElecPriceImport" in result
assert "ElecPriceTibber" in result
assert "FeedInTariffAkkudoktor" in result
assert "FeedInTariffEnergyCharts" in result
assert "FeedInTariffFixed" in result
assert "FeedInTariffImport" in result

View File

@@ -59,6 +59,7 @@
"bidding_zone": "DE-LU"
},
"providers": [
"FeedInTariffAkkudoktor",
"FeedInTariffEnergyCharts",
"FeedInTariffFixed",
"FeedInTariffImport"

12
uv.lock generated
View File

@@ -1187,15 +1187,15 @@ wheels = [
[[package]]
name = "httpcore2"
version = "2.7.0"
version = "2.8.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "h11" },
{ name = "truststore" },
]
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sdist = { url = "https://files.pythonhosted.org/packages/ce/50/a33260c2a959a7f12d3cf6b96bb35c7028c5d1904fa7b2f5850fa175af01/httpcore2-2.8.0.tar.gz", hash = "sha256:44be3730e7cd4fd206478488c00f57c0960b5e00ee9f7099ef18bb2b0c5cdb79", size = 66779, upload-time = "2026-07-23T11:54:40.443Z" }
wheels = [
{ url = "https://files.pythonhosted.org/packages/6f/6c/62e2e279e63fc4f7a5ee841ef13175a8bbc613f258e9dcc186e9de803a42/httpcore2-2.7.0-py3-none-any.whl", hash = "sha256:1452f589fe23f55b44546cd884294c41a29330af902bc0b71a761fd52d18f92b", size = 81506, upload-time = "2026-07-14T20:39:58.053Z" },
{ url = "https://files.pythonhosted.org/packages/12/b7/76d6baa8c087cf5170f36dbeb92471e77c5c48f8f7ca8e5ba4ad613ea492/httpcore2-2.8.0-py3-none-any.whl", hash = "sha256:60ee2f9963ca942955ffd44553fc1111f00286283f9cc047d74e19888e061ace", size = 82638, upload-time = "2026-07-23T11:54:37.976Z" },
]
[[package]]
@@ -1258,7 +1258,7 @@ wheels = [
[[package]]
name = "httpx2"
version = "2.7.0"
version = "2.8.0"
source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "anyio" },
@@ -1267,9 +1267,9 @@ dependencies = [
{ name = "truststore" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
sdist = { url = "https://files.pythonhosted.org/packages/a3/4a/129b2e21b90ac2985d3928d96792bccc39bc6dfe796c5eee2d8ec06d4105/httpx2-2.7.0.tar.gz", hash = "sha256:8b30709aed5c8465b0dd3b95c09ce301c8f79e7e7a2d00ab0af551e0d0375b07", size = 94487, upload-time = "2026-07-14T20:40:02.318Z" }
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