mirror of https://github.com/Akkudoktor-EOS/EOS.git synced 2025-11-07 14:06:19 +00:00

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Bobby Noelte b01bb1c61c fix: load data for automatic optimization (#731 )

Automatic optimization used to take the adjusted load data even if there were no
measurements leading to 0 load values.

Split LoadAkkudoktor into LoadAkkudoktor and LoadAkkudoktorAdjusted. This allows
to select load data either purely from the load data database or load data additionally
adjusted by load measurements. Some value names have been adapted to denote
also the unit of a value.

For better load bug squashing the optimization solution data availability was
improved. For better data visbility prediction data can now be distinguished from
solution data in the generic optimization solution.

Some predictions that may be of interest to understand the solution were added.

Documentation was updated to resemble the addition load prediction provider and
the value name changes.

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>

2025-11-01 00:49:11 +01:00

67 KiB

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Configuration Table

Settings for common configuration

General configuration to set directories of cache and output files and system location (latitude and longitude). Validators ensure each parameter is within a specified range. A computed property, timezone, determines the time zone based on latitude and longitude.

Attributes: latitude (Optional[float]): Latitude in degrees, must be between -90 and 90. longitude (Optional[float]): Longitude in degrees, must be between -180 and 180.

Properties: timezone (Optional[str]): Computed time zone string based on the specified latitude and longitude.

:::{table} general :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
version	`EOS_GENERAL__VERSION`	`str`	`rw`	`0.1.0+dev`	Configuration file version. Used to check compatibility.
data_folder_path	`EOS_GENERAL__DATA_FOLDER_PATH`	`Optional[pathlib.Path]`	`rw`	`None`	Path to EOS data directory.
data_output_subpath	`EOS_GENERAL__DATA_OUTPUT_SUBPATH`	`Optional[pathlib.Path]`	`rw`	`output`	Sub-path for the EOS output data directory.
latitude	`EOS_GENERAL__LATITUDE`	`Optional[float]`	`rw`	`52.52`	Latitude in decimal degrees, between -90 and 90, north is positive (ISO 19115) (°)
longitude	`EOS_GENERAL__LONGITUDE`	`Optional[float]`	`rw`	`13.405`	Longitude in decimal degrees, within -180 to 180 (°)
timezone		`Optional[str]`	`ro`	`N/A`	Compute timezone based on latitude and longitude.
data_output_path		`Optional[pathlib.Path]`	`ro`	`N/A`	Compute data_output_path based on data_folder_path.
config_folder_path		`Optional[pathlib.Path]`	`ro`	`N/A`	Path to EOS configuration directory.
config_file_path		`Optional[pathlib.Path]`	`ro`	`N/A`	Path to EOS configuration file.
:::

Example Input

.. code-block:: json

   {
       "general": {
           "version": "0.1.0+dev",
           "data_folder_path": null,
           "data_output_subpath": "output",
           "latitude": 52.52,
           "longitude": 13.405
       }
   }

Example Output

.. code-block:: json

   {
       "general": {
           "version": "0.1.0+dev",
           "data_folder_path": null,
           "data_output_subpath": "output",
           "latitude": 52.52,
           "longitude": 13.405,
           "timezone": "Europe/Berlin",
           "data_output_path": null,
           "config_folder_path": "/home/user/.config/net.akkudoktoreos.net",
           "config_file_path": "/home/user/.config/net.akkudoktoreos.net/EOS.config.json"
       }
   }

Cache Configuration

:::{table} cache :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
subpath	`EOS_CACHE__SUBPATH`	`Optional[pathlib.Path]`	`rw`	`cache`	Sub-path for the EOS cache data directory.
cleanup_interval	`EOS_CACHE__CLEANUP_INTERVAL`	`float`	`rw`	`300`	Intervall in seconds for EOS file cache cleanup.
:::

Example Input/Output

.. code-block:: json

   {
       "cache": {
           "subpath": "cache",
           "cleanup_interval": 300.0
       }
   }

Energy Management Configuration

:::{table} ems :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
startup_delay	`EOS_EMS__STARTUP_DELAY`	`float`	`rw`	`5`	Startup delay in seconds for EOS energy management runs.
interval	`EOS_EMS__INTERVAL`	`Optional[float]`	`rw`	`None`	Intervall in seconds between EOS energy management runs.
mode	`EOS_EMS__MODE`	`Optional[akkudoktoreos.core.emsettings.EnergyManagementMode]`	`rw`	`None`	Energy management mode [OPTIMIZATION
:::

Example Input/Output

.. code-block:: json

   {
       "ems": {
           "startup_delay": 5.0,
           "interval": 300.0,
           "mode": "OPTIMIZATION"
       }
   }

Logging Configuration

:::{table} logging :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
console_level	`EOS_LOGGING__CONSOLE_LEVEL`	`Optional[str]`	`rw`	`None`	Logging level when logging to console.
file_level	`EOS_LOGGING__FILE_LEVEL`	`Optional[str]`	`rw`	`None`	Logging level when logging to file.
file_path		`Optional[pathlib.Path]`	`ro`	`N/A`	Computed log file path based on data output path.
:::

Example Input

.. code-block:: json

   {
       "logging": {
           "console_level": "TRACE",
           "file_level": "TRACE"
       }
   }

Example Output

.. code-block:: json

   {
       "logging": {
           "console_level": "TRACE",
           "file_level": "TRACE",
           "file_path": "/home/user/.local/share/net.akkudoktoreos.net/output/eos.log"
       }
   }

Base configuration for devices simulation settings

:::{table} devices :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
batteries	`EOS_DEVICES__BATTERIES`	`Optional[list[akkudoktoreos.devices.devices.BatteriesCommonSettings]]`	`rw`	`None`	List of battery devices
max_batteries	`EOS_DEVICES__MAX_BATTERIES`	`Optional[int]`	`rw`	`None`	Maximum number of batteries that can be set
electric_vehicles	`EOS_DEVICES__ELECTRIC_VEHICLES`	`Optional[list[akkudoktoreos.devices.devices.BatteriesCommonSettings]]`	`rw`	`None`	List of electric vehicle devices
max_electric_vehicles	`EOS_DEVICES__MAX_ELECTRIC_VEHICLES`	`Optional[int]`	`rw`	`None`	Maximum number of electric vehicles that can be set
inverters	`EOS_DEVICES__INVERTERS`	`Optional[list[akkudoktoreos.devices.devices.InverterCommonSettings]]`	`rw`	`None`	List of inverters
max_inverters	`EOS_DEVICES__MAX_INVERTERS`	`Optional[int]`	`rw`	`None`	Maximum number of inverters that can be set
home_appliances	`EOS_DEVICES__HOME_APPLIANCES`	`Optional[list[akkudoktoreos.devices.devices.HomeApplianceCommonSettings]]`	`rw`	`None`	List of home appliances
max_home_appliances	`EOS_DEVICES__MAX_HOME_APPLIANCES`	`Optional[int]`	`rw`	`None`	Maximum number of home_appliances that can be set
measurement_keys		`Optional[list[str]]`	`ro`	`N/A`	Return the measurement keys for the resource/ device stati that are measurements.
:::

Example Input

.. code-block:: json

   {
       "devices": {
           "batteries": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.0,
                   "max_charge_power_w": 5000,
                   "min_charge_power_w": 50,
                   "charge_rates": null,
                   "min_soc_percentage": 0,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               }
           ],
           "max_batteries": 1,
           "electric_vehicles": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.0,
                   "max_charge_power_w": 5000,
                   "min_charge_power_w": 50,
                   "charge_rates": null,
                   "min_soc_percentage": 0,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               }
           ],
           "max_electric_vehicles": 1,
           "inverters": [],
           "max_inverters": 1,
           "home_appliances": [],
           "max_home_appliances": 1
       }
   }

Example Output

.. code-block:: json

   {
       "devices": {
           "batteries": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.0,
                   "max_charge_power_w": 5000,
                   "min_charge_power_w": 50,
                   "charge_rates": null,
                   "min_soc_percentage": 0,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               }
           ],
           "max_batteries": 1,
           "electric_vehicles": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.0,
                   "max_charge_power_w": 5000,
                   "min_charge_power_w": 50,
                   "charge_rates": null,
                   "min_soc_percentage": 0,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               }
           ],
           "max_electric_vehicles": 1,
           "inverters": [],
           "max_inverters": 1,
           "home_appliances": [],
           "max_home_appliances": 1,
           "measurement_keys": [
               "battery1-soc-factor",
               "battery1-power-l1-w",
               "battery1-power-l2-w",
               "battery1-power-l3-w",
               "battery1-power-3-phase-sym-w",
               "battery1-soc-factor",
               "battery1-power-l1-w",
               "battery1-power-l2-w",
               "battery1-power-l3-w",
               "battery1-power-3-phase-sym-w"
           ]
       }
   }

Home Appliance devices base settings

:::{table} devices::home_appliances::list :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
device_id	`str`	`rw`	`<unknown>`	ID of device
consumption_wh	`int`	`rw`	`required`	Energy consumption [Wh].
duration_h	`int`	`rw`	`required`	Usage duration in hours [0 ... 24].
time_windows	`Optional[akkudoktoreos.utils.datetimeutil.TimeWindowSequence]`	`rw`	`None`	Sequence of allowed time windows. Defaults to optimization general time window.
measurement_keys	`Optional[list[str]]`	`ro`	`N/A`	Measurement keys for the home appliance stati that are measurements.
:::

Example Input

.. code-block:: json

   {
       "devices": {
           "home_appliances": [
               {
                   "device_id": "battery1",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   }
               },
               {
                   "device_id": "ev1",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   }
               },
               {
                   "device_id": "inverter1",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   }
               },
               {
                   "device_id": "dishwasher",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   }
               }
           ]
       }
   }

Example Output

.. code-block:: json

   {
       "devices": {
           "home_appliances": [
               {
                   "device_id": "battery1",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   },
                   "measurement_keys": []
               },
               {
                   "device_id": "ev1",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   },
                   "measurement_keys": []
               },
               {
                   "device_id": "inverter1",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   },
                   "measurement_keys": []
               },
               {
                   "device_id": "dishwasher",
                   "consumption_wh": 2000,
                   "duration_h": 1,
                   "time_windows": {
                       "windows": [
                           {
                               "start_time": "10:00:00.000000 Europe/Berlin",
                               "duration": "2 hours",
                               "day_of_week": null,
                               "date": null,
                               "locale": null
                           }
                       ]
                   },
                   "measurement_keys": []
               }
           ]
       }
   }

Inverter devices base settings

:::{table} devices::inverters::list :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
device_id	`str`	`rw`	`<unknown>`	ID of device
max_power_w	`Optional[float]`	`rw`	`None`	Maximum power [W].
battery_id	`Optional[str]`	`rw`	`None`	ID of battery controlled by this inverter.
measurement_keys	`Optional[list[str]]`	`ro`	`N/A`	Measurement keys for the inverter stati that are measurements.
:::

Example Input

.. code-block:: json

   {
       "devices": {
           "inverters": [
               {
                   "device_id": "battery1",
                   "max_power_w": 10000.0,
                   "battery_id": null
               },
               {
                   "device_id": "ev1",
                   "max_power_w": 10000.0,
                   "battery_id": "battery1"
               },
               {
                   "device_id": "inverter1",
                   "max_power_w": 10000.0,
                   "battery_id": "battery1"
               },
               {
                   "device_id": "dishwasher",
                   "max_power_w": 10000.0,
                   "battery_id": "battery1"
               }
           ]
       }
   }

Example Output

.. code-block:: json

   {
       "devices": {
           "inverters": [
               {
                   "device_id": "battery1",
                   "max_power_w": 10000.0,
                   "battery_id": null,
                   "measurement_keys": []
               },
               {
                   "device_id": "ev1",
                   "max_power_w": 10000.0,
                   "battery_id": "battery1",
                   "measurement_keys": []
               },
               {
                   "device_id": "inverter1",
                   "max_power_w": 10000.0,
                   "battery_id": "battery1",
                   "measurement_keys": []
               },
               {
                   "device_id": "dishwasher",
                   "max_power_w": 10000.0,
                   "battery_id": "battery1",
                   "measurement_keys": []
               }
           ]
       }
   }

Battery devices base settings

:::{table} devices::batteries::list :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
device_id	`str`	`rw`	`<unknown>`	ID of device
capacity_wh	`int`	`rw`	`8000`	Capacity [Wh].
charging_efficiency	`float`	`rw`	`0.88`	Charging efficiency [0.01 ... 1.00].
discharging_efficiency	`float`	`rw`	`0.88`	Discharge efficiency [0.01 ... 1.00].
levelized_cost_of_storage_kwh	`float`	`rw`	`0.0`	Levelized cost of storage (LCOS), the average lifetime cost of delivering one kWh [€/kWh].
max_charge_power_w	`Optional[float]`	`rw`	`5000`	Maximum charging power [W].
min_charge_power_w	`Optional[float]`	`rw`	`50`	Minimum charging power [W].
charge_rates	`Optional[list[float]]`	`rw`	`None`	Charge rates as factor of maximum charging power [0.00 ... 1.00]. None denotes all charge rates are available.
min_soc_percentage	`int`	`rw`	`0`	Minimum state of charge (SOC) as percentage of capacity [%]. This is the target SoC for charging
max_soc_percentage	`int`	`rw`	`100`	Maximum state of charge (SOC) as percentage of capacity [%].
measurement_key_soc_factor	`str`	`ro`	`N/A`	Measurement key for the battery state of charge (SoC) as factor of total capacity [0.0 ... 1.0].
measurement_key_power_l1_w	`str`	`ro`	`N/A`	Measurement key for the L1 power the battery is charged or discharged with [W].
measurement_key_power_l2_w	`str`	`ro`	`N/A`	Measurement key for the L2 power the battery is charged or discharged with [W].
measurement_key_power_l3_w	`str`	`ro`	`N/A`	Measurement key for the L3 power the battery is charged or discharged with [W].
measurement_key_power_3_phase_sym_w	`str`	`ro`	`N/A`	Measurement key for the symmetric 3 phase power the battery is charged or discharged with [W].
measurement_keys	`Optional[list[str]]`	`ro`	`N/A`	Measurement keys for the battery stati that are measurements.

Battery SoC, power. | :::

Example Input

.. code-block:: json

   {
       "devices": {
           "batteries": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": [
                       0.0,
                       0.25,
                       0.5,
                       0.75,
                       1.0
                   ],
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100
               },
               {
                   "device_id": "ev1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": null,
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100
               },
               {
                   "device_id": "inverter1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": null,
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100
               },
               {
                   "device_id": "dishwasher",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": null,
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100
               }
           ]
       }
   }

Example Output

.. code-block:: json

   {
       "devices": {
           "batteries": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": [
                       0.0,
                       0.25,
                       0.5,
                       0.75,
                       1.0
                   ],
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               },
               {
                   "device_id": "ev1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": null,
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "ev1-soc-factor",
                   "measurement_key_power_l1_w": "ev1-power-l1-w",
                   "measurement_key_power_l2_w": "ev1-power-l2-w",
                   "measurement_key_power_l3_w": "ev1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "ev1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "ev1-soc-factor",
                       "ev1-power-l1-w",
                       "ev1-power-l2-w",
                       "ev1-power-l3-w",
                       "ev1-power-3-phase-sym-w"
                   ]
               },
               {
                   "device_id": "inverter1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": null,
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "inverter1-soc-factor",
                   "measurement_key_power_l1_w": "inverter1-power-l1-w",
                   "measurement_key_power_l2_w": "inverter1-power-l2-w",
                   "measurement_key_power_l3_w": "inverter1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "inverter1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "inverter1-soc-factor",
                       "inverter1-power-l1-w",
                       "inverter1-power-l2-w",
                       "inverter1-power-l3-w",
                       "inverter1-power-3-phase-sym-w"
                   ]
               },
               {
                   "device_id": "dishwasher",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.12,
                   "max_charge_power_w": 5000.0,
                   "min_charge_power_w": 50.0,
                   "charge_rates": null,
                   "min_soc_percentage": 10,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "dishwasher-soc-factor",
                   "measurement_key_power_l1_w": "dishwasher-power-l1-w",
                   "measurement_key_power_l2_w": "dishwasher-power-l2-w",
                   "measurement_key_power_l3_w": "dishwasher-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "dishwasher-power-3-phase-sym-w",
                   "measurement_keys": [
                       "dishwasher-soc-factor",
                       "dishwasher-power-l1-w",
                       "dishwasher-power-l2-w",
                       "dishwasher-power-l3-w",
                       "dishwasher-power-3-phase-sym-w"
                   ]
               }
           ]
       }
   }

Measurement Configuration

:::{table} measurement :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
load_emr_keys	`EOS_MEASUREMENT__LOAD_EMR_KEYS`	`Optional[list[str]]`	`rw`	`None`	The keys of the measurements that are energy meter readings of a load [kWh].
grid_export_emr_keys	`EOS_MEASUREMENT__GRID_EXPORT_EMR_KEYS`	`Optional[list[str]]`	`rw`	`None`	The keys of the measurements that are energy meter readings of energy export to grid [kWh].
grid_import_emr_keys	`EOS_MEASUREMENT__GRID_IMPORT_EMR_KEYS`	`Optional[list[str]]`	`rw`	`None`	The keys of the measurements that are energy meter readings of energy import from grid [kWh].
pv_production_emr_keys	`EOS_MEASUREMENT__PV_PRODUCTION_EMR_KEYS`	`Optional[list[str]]`	`rw`	`None`	The keys of the measurements that are PV production energy meter readings [kWh].
keys		`list[str]`	`ro`	`N/A`	The keys of the measurements that can be stored.
:::

Example Input

.. code-block:: json

   {
       "measurement": {
           "load_emr_keys": [
               "load0_emr"
           ],
           "grid_export_emr_keys": [
               "grid_export_emr"
           ],
           "grid_import_emr_keys": [
               "grid_import_emr"
           ],
           "pv_production_emr_keys": [
               "pv1_emr"
           ]
       }
   }

Example Output

.. code-block:: json

   {
       "measurement": {
           "load_emr_keys": [
               "load0_emr"
           ],
           "grid_export_emr_keys": [
               "grid_export_emr"
           ],
           "grid_import_emr_keys": [
               "grid_import_emr"
           ],
           "pv_production_emr_keys": [
               "pv1_emr"
           ],
           "keys": [
               "grid_export_emr",
               "grid_import_emr",
               "load0_emr",
               "pv1_emr"
           ]
       }
   }

General Optimization Configuration

:::{table} optimization :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
horizon_hours	`EOS_OPTIMIZATION__HORIZON_HOURS`	`Optional[int]`	`rw`	`24`	The general time window within which the energy optimization goal shall be achieved [h]. Defaults to 24 hours.
interval	`EOS_OPTIMIZATION__INTERVAL`	`Optional[int]`	`rw`	`3600`	The optimization interval [sec].
algorithm	`EOS_OPTIMIZATION__ALGORITHM`	`Optional[str]`	`rw`	`GENETIC`	The optimization algorithm.
genetic	`EOS_OPTIMIZATION__GENETIC`	`Optional[akkudoktoreos.optimization.optimization.GeneticCommonSettings]`	`rw`	`None`	Genetic optimization algorithm configuration.
:::

Example Input/Output

.. code-block:: json

   {
       "optimization": {
           "horizon_hours": 24,
           "interval": 3600,
           "algorithm": "GENETIC",
           "genetic": {
               "individuals": 400,
               "generations": 400,
               "seed": null,
               "penalties": {
                   "ev_soc_miss": 10
               }
           }
       }
   }

General Genetic Optimization Algorithm Configuration

:::{table} optimization::genetic :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
individuals	`Optional[int]`	`rw`	`300`	Number of individuals (solutions) to generate for the (initial) generation [>= 10]. Defaults to 300.
generations	`Optional[int]`	`rw`	`400`	Number of generations to evaluate the optimal solution [>= 10]. Defaults to 400.
seed	`Optional[int]`	`rw`	`None`	Fixed seed for genetic algorithm. Defaults to 'None' which means random seed.
penalties	`Optional[dict[str, Union[float, int, str]]]`	`rw`	`None`	A dictionary of penalty function parameters consisting of a penalty function parameter name and the associated value.
:::

Example Input/Output

.. code-block:: json

   {
       "optimization": {
           "genetic": {
               "individuals": 300,
               "generations": 400,
               "seed": null,
               "penalties": {
                   "ev_soc_miss": 10
               }
           }
       }
   }

General Prediction Configuration

This class provides configuration for prediction settings, allowing users to specify parameters such as the forecast duration (in hours). Validators ensure each parameter is within a specified range.

Attributes: hours (Optional[int]): Number of hours into the future for predictions. Must be non-negative. historic_hours (Optional[int]): Number of hours into the past for historical data. Must be non-negative.

Validators: validate_hours (int): Ensures hours is a non-negative integer. validate_historic_hours (int): Ensures historic_hours is a non-negative integer.

:::{table} prediction :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
hours	`EOS_PREDICTION__HOURS`	`Optional[int]`	`rw`	`48`	Number of hours into the future for predictions
historic_hours	`EOS_PREDICTION__HISTORIC_HOURS`	`Optional[int]`	`rw`	`48`	Number of hours into the past for historical predictions data
:::

Example Input/Output

.. code-block:: json

   {
       "prediction": {
           "hours": 48,
           "historic_hours": 48
       }
   }

Electricity Price Prediction Configuration

:::{table} elecprice :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
provider	`EOS_ELECPRICE__PROVIDER`	`Optional[str]`	`rw`	`None`	Electricity price provider id of provider to be used.
charges_kwh	`EOS_ELECPRICE__CHARGES_KWH`	`Optional[float]`	`rw`	`None`	Electricity price charges [€/kWh]. Will be added to variable market price.
vat_rate	`EOS_ELECPRICE__VAT_RATE`	`Optional[float]`	`rw`	`1.19`	VAT rate factor applied to electricity price when charges are used.
provider_settings	`EOS_ELECPRICE__PROVIDER_SETTINGS`	`ElecPriceCommonProviderSettings`	`rw`	`required`	Provider settings
:::

Example Input/Output

.. code-block:: json

   {
       "elecprice": {
           "provider": "ElecPriceAkkudoktor",
           "charges_kwh": 0.21,
           "vat_rate": 1.19,
           "provider_settings": {
               "ElecPriceImport": null
           }
       }
   }

Common settings for elecprice data import from file or JSON String

:::{table} elecprice::provider_settings::ElecPriceImport :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
import_file_path	`Union[str, pathlib.Path, NoneType]`	`rw`	`None`	Path to the file to import elecprice data from.
import_json	`Optional[str]`	`rw`	`None`	JSON string, dictionary of electricity price forecast value lists.
:::

Example Input/Output

.. code-block:: json

   {
       "elecprice": {
           "provider_settings": {
               "ElecPriceImport": {
                   "import_file_path": null,
                   "import_json": "{\"elecprice_marketprice_wh\": [0.0003384, 0.0003318, 0.0003284]}"
               }
           }
       }
   }

Electricity Price Prediction Provider Configuration

:::{table} elecprice::provider_settings :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
ElecPriceImport	`Optional[akkudoktoreos.prediction.elecpriceimport.ElecPriceImportCommonSettings]`	`rw`	`None`	ElecPriceImport settings
:::

Example Input/Output

.. code-block:: json

   {
       "elecprice": {
           "provider_settings": {
               "ElecPriceImport": null
           }
       }
   }

Feed In Tariff Prediction Configuration

:::{table} feedintariff :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
provider	`EOS_FEEDINTARIFF__PROVIDER`	`Optional[str]`	`rw`	`None`	Feed in tariff provider id of provider to be used.
provider_settings	`EOS_FEEDINTARIFF__PROVIDER_SETTINGS`	`FeedInTariffCommonProviderSettings`	`rw`	`required`	Provider settings
:::

Example Input/Output

.. code-block:: json

   {
       "feedintariff": {
           "provider": "FeedInTariffFixed",
           "provider_settings": {
               "FeedInTariffFixed": null,
               "FeedInTariffImport": null
           }
       }
   }

Common settings for feed in tariff data import from file or JSON string

:::{table} feedintariff::provider_settings::FeedInTariffImport :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
import_file_path	`Union[str, pathlib.Path, NoneType]`	`rw`	`None`	Path to the file to import feed in tariff data from.
import_json	`Optional[str]`	`rw`	`None`	JSON string, dictionary of feed in tariff forecast value lists.
:::

Example Input/Output

.. code-block:: json

   {
       "feedintariff": {
           "provider_settings": {
               "FeedInTariffImport": {
                   "import_file_path": null,
                   "import_json": "{\"fead_in_tariff_wh\": [0.000078, 0.000078, 0.000023]}"
               }
           }
       }
   }

Common settings for elecprice fixed price

:::{table} feedintariff::provider_settings::FeedInTariffFixed :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
feed_in_tariff_kwh	`Optional[float]`	`rw`	`None`	Electricity price feed in tariff [€/kWH].
:::

Example Input/Output

.. code-block:: json

   {
       "feedintariff": {
           "provider_settings": {
               "FeedInTariffFixed": {
                   "feed_in_tariff_kwh": 0.078
               }
           }
       }
   }

Feed In Tariff Prediction Provider Configuration

:::{table} feedintariff::provider_settings :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
FeedInTariffFixed	`Optional[akkudoktoreos.prediction.feedintarifffixed.FeedInTariffFixedCommonSettings]`	`rw`	`None`	FeedInTariffFixed settings
FeedInTariffImport	`Optional[akkudoktoreos.prediction.feedintariffimport.FeedInTariffImportCommonSettings]`	`rw`	`None`	FeedInTariffImport settings
:::

Example Input/Output

.. code-block:: json

   {
       "feedintariff": {
           "provider_settings": {
               "FeedInTariffFixed": null,
               "FeedInTariffImport": null
           }
       }
   }

Load Prediction Configuration

:::{table} load :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
provider	`EOS_LOAD__PROVIDER`	`Optional[str]`	`rw`	`None`	Load provider id of provider to be used.
provider_settings	`EOS_LOAD__PROVIDER_SETTINGS`	`LoadCommonProviderSettings`	`rw`	`required`	Provider settings
:::

Example Input/Output

.. code-block:: json

   {
       "load": {
           "provider": "LoadAkkudoktor",
           "provider_settings": {
               "LoadAkkudoktor": null,
               "LoadVrm": null,
               "LoadImport": null
           }
       }
   }

Common settings for load data import from file or JSON string

:::{table} load::provider_settings::LoadImport :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
import_file_path	`Union[str, pathlib.Path, NoneType]`	`rw`	`None`	Path to the file to import load data from.
import_json	`Optional[str]`	`rw`	`None`	JSON string, dictionary of load forecast value lists.
:::

Example Input/Output

.. code-block:: json

   {
       "load": {
           "provider_settings": {
               "LoadImport": {
                   "import_file_path": null,
                   "import_json": "{\"load0_mean\": [676.71, 876.19, 527.13]}"
               }
           }
       }
   }

Common settings for VRM API

:::{table} load::provider_settings::LoadVrm :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
load_vrm_token	`str`	`rw`	`your-token`	Token for Connecting VRM API
load_vrm_idsite	`int`	`rw`	`12345`	VRM-Installation-ID
:::

Example Input/Output

.. code-block:: json

   {
       "load": {
           "provider_settings": {
               "LoadVrm": {
                   "load_vrm_token": "your-token",
                   "load_vrm_idsite": 12345
               }
           }
       }
   }

Common settings for load data import from file

:::{table} load::provider_settings::LoadAkkudoktor :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
loadakkudoktor_year_energy_kwh	`Optional[float]`	`rw`	`None`	Yearly energy consumption (kWh).
:::

Example Input/Output

.. code-block:: json

   {
       "load": {
           "provider_settings": {
               "LoadAkkudoktor": {
                   "loadakkudoktor_year_energy_kwh": 40421.0
               }
           }
       }
   }

Load Prediction Provider Configuration

:::{table} load::provider_settings :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
LoadAkkudoktor	`Optional[akkudoktoreos.prediction.loadakkudoktor.LoadAkkudoktorCommonSettings]`	`rw`	`None`	LoadAkkudoktor settings
LoadVrm	`Optional[akkudoktoreos.prediction.loadvrm.LoadVrmCommonSettings]`	`rw`	`None`	LoadVrm settings
LoadImport	`Optional[akkudoktoreos.prediction.loadimport.LoadImportCommonSettings]`	`rw`	`None`	LoadImport settings
:::

Example Input/Output

.. code-block:: json

   {
       "load": {
           "provider_settings": {
               "LoadAkkudoktor": null,
               "LoadVrm": null,
               "LoadImport": null
           }
       }
   }

PV Forecast Configuration

:::{table} pvforecast :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
provider	`EOS_PVFORECAST__PROVIDER`	`Optional[str]`	`rw`	`None`	PVForecast provider id of provider to be used.
provider_settings	`EOS_PVFORECAST__PROVIDER_SETTINGS`	`PVForecastCommonProviderSettings`	`rw`	`required`	Provider settings
planes	`EOS_PVFORECAST__PLANES`	`Optional[list[akkudoktoreos.prediction.pvforecast.PVForecastPlaneSetting]]`	`rw`	`None`	Plane configuration.
max_planes	`EOS_PVFORECAST__MAX_PLANES`	`Optional[int]`	`rw`	`0`	Maximum number of planes that can be set
planes_peakpower		`List[float]`	`ro`	`N/A`	Compute a list of the peak power per active planes.
planes_azimuth		`List[float]`	`ro`	`N/A`	Compute a list of the azimuths per active planes.
planes_tilt		`List[float]`	`ro`	`N/A`	Compute a list of the tilts per active planes.
planes_userhorizon		`Any`	`ro`	`N/A`	Compute a list of the user horizon per active planes.
planes_inverter_paco		`Any`	`ro`	`N/A`	Compute a list of the maximum power rating of the inverter per active planes.
:::

Example Input

.. code-block:: json

   {
       "pvforecast": {
           "provider": "PVForecastAkkudoktor",
           "provider_settings": {
               "PVForecastImport": null,
               "PVForecastVrm": null
           },
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               },
               {
                   "surface_tilt": 20.0,
                   "surface_azimuth": 90.0,
                   "userhorizon": [
                       5.0,
                       15.0,
                       25.0
                   ],
                   "peakpower": 3.5,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 1,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 4000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ],
           "max_planes": 1
       }
   }

Example Output

.. code-block:: json

   {
       "pvforecast": {
           "provider": "PVForecastAkkudoktor",
           "provider_settings": {
               "PVForecastImport": null,
               "PVForecastVrm": null
           },
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               },
               {
                   "surface_tilt": 20.0,
                   "surface_azimuth": 90.0,
                   "userhorizon": [
                       5.0,
                       15.0,
                       25.0
                   ],
                   "peakpower": 3.5,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 1,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 4000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ],
           "max_planes": 1,
           "planes_peakpower": [
               5.0,
               3.5
           ],
           "planes_azimuth": [
               180.0,
               90.0
           ],
           "planes_tilt": [
               10.0,
               20.0
           ],
           "planes_userhorizon": [
               [
                   10.0,
                   20.0,
                   30.0
               ],
               [
                   5.0,
                   15.0,
                   25.0
               ]
           ],
           "planes_inverter_paco": [
               6000.0,
               4000.0
           ]
       }
   }

PV Forecast Plane Configuration

:::{table} pvforecast::planes::list :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
surface_tilt	`Optional[float]`	`rw`	`30.0`	Tilt angle from horizontal plane. Ignored for two-axis tracking.
surface_azimuth	`Optional[float]`	`rw`	`180.0`	Orientation (azimuth angle) of the (fixed) plane. Clockwise from north (north=0, east=90, south=180, west=270).
userhorizon	`Optional[List[float]]`	`rw`	`None`	Elevation of horizon in degrees, at equally spaced azimuth clockwise from north.
peakpower	`Optional[float]`	`rw`	`None`	Nominal power of PV system in kW.
pvtechchoice	`Optional[str]`	`rw`	`crystSi`	PV technology. One of 'crystSi', 'CIS', 'CdTe', 'Unknown'.
mountingplace	`Optional[str]`	`rw`	`free`	Type of mounting for PV system. Options are 'free' for free-standing and 'building' for building-integrated.
loss	`Optional[float]`	`rw`	`14.0`	Sum of PV system losses in percent
trackingtype	`Optional[int]`	`rw`	`None`	Type of suntracking. 0=fixed, 1=single horizontal axis aligned north-south, 2=two-axis tracking, 3=vertical axis tracking, 4=single horizontal axis aligned east-west, 5=single inclined axis aligned north-south.
optimal_surface_tilt	`Optional[bool]`	`rw`	`False`	Calculate the optimum tilt angle. Ignored for two-axis tracking.
optimalangles	`Optional[bool]`	`rw`	`False`	Calculate the optimum tilt and azimuth angles. Ignored for two-axis tracking.
albedo	`Optional[float]`	`rw`	`None`	Proportion of the light hitting the ground that it reflects back.
module_model	`Optional[str]`	`rw`	`None`	Model of the PV modules of this plane.
inverter_model	`Optional[str]`	`rw`	`None`	Model of the inverter of this plane.
inverter_paco	`Optional[int]`	`rw`	`None`	AC power rating of the inverter [W].
modules_per_string	`Optional[int]`	`rw`	`None`	Number of the PV modules of the strings of this plane.
strings_per_inverter	`Optional[int]`	`rw`	`None`	Number of the strings of the inverter of this plane.
:::

Example Input/Output

.. code-block:: json

   {
       "pvforecast": {
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               },
               {
                   "surface_tilt": 20.0,
                   "surface_azimuth": 90.0,
                   "userhorizon": [
                       5.0,
                       15.0,
                       25.0
                   ],
                   "peakpower": 3.5,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 1,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 4000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ]
       }
   }

Common settings for VRM API

:::{table} pvforecast::provider_settings::PVForecastVrm :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
pvforecast_vrm_token	`str`	`rw`	`your-token`	Token for Connecting VRM API
pvforecast_vrm_idsite	`int`	`rw`	`12345`	VRM-Installation-ID
:::

Example Input/Output

.. code-block:: json

   {
       "pvforecast": {
           "provider_settings": {
               "PVForecastVrm": {
                   "pvforecast_vrm_token": "your-token",
                   "pvforecast_vrm_idsite": 12345
               }
           }
       }
   }

Common settings for pvforecast data import from file or JSON string

:::{table} pvforecast::provider_settings::PVForecastImport :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
import_file_path	`Union[str, pathlib.Path, NoneType]`	`rw`	`None`	Path to the file to import PV forecast data from.
import_json	`Optional[str]`	`rw`	`None`	JSON string, dictionary of PV forecast value lists.
:::

Example Input/Output

.. code-block:: json

   {
       "pvforecast": {
           "provider_settings": {
               "PVForecastImport": {
                   "import_file_path": null,
                   "import_json": "{\"pvforecast_ac_power\": [0, 8.05, 352.91]}"
               }
           }
       }
   }

PV Forecast Provider Configuration

:::{table} pvforecast::provider_settings :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
PVForecastImport	`Optional[akkudoktoreos.prediction.pvforecastimport.PVForecastImportCommonSettings]`	`rw`	`None`	PVForecastImport settings
PVForecastVrm	`Optional[akkudoktoreos.prediction.pvforecastvrm.PVForecastVrmCommonSettings]`	`rw`	`None`	PVForecastVrm settings
:::

Example Input/Output

.. code-block:: json

   {
       "pvforecast": {
           "provider_settings": {
               "PVForecastImport": null,
               "PVForecastVrm": null
           }
       }
   }

Weather Forecast Configuration

:::{table} weather :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
provider	`EOS_WEATHER__PROVIDER`	`Optional[str]`	`rw`	`None`	Weather provider id of provider to be used.
provider_settings	`EOS_WEATHER__PROVIDER_SETTINGS`	`WeatherCommonProviderSettings`	`rw`	`required`	Provider settings
:::

Example Input/Output

.. code-block:: json

   {
       "weather": {
           "provider": "WeatherImport",
           "provider_settings": {
               "WeatherImport": null
           }
       }
   }

Common settings for weather data import from file or JSON string

:::{table} weather::provider_settings::WeatherImport :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
import_file_path	`Union[str, pathlib.Path, NoneType]`	`rw`	`None`	Path to the file to import weather data from.
import_json	`Optional[str]`	`rw`	`None`	JSON string, dictionary of weather forecast value lists.
:::

Example Input/Output

.. code-block:: json

   {
       "weather": {
           "provider_settings": {
               "WeatherImport": {
                   "import_file_path": null,
                   "import_json": "{\"weather_temp_air\": [18.3, 17.8, 16.9]}"
               }
           }
       }
   }

Weather Forecast Provider Configuration

:::{table} weather::provider_settings :widths: 10 10 5 5 30 :align: left

Name	Type	Read-Only	Default	Description
WeatherImport	`Optional[akkudoktoreos.prediction.weatherimport.WeatherImportCommonSettings]`	`rw`	`None`	WeatherImport settings
:::

Example Input/Output

.. code-block:: json

   {
       "weather": {
           "provider_settings": {
               "WeatherImport": null
           }
       }
   }

Server Configuration

:::{table} server :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
host	`EOS_SERVER__HOST`	`Optional[str]`	`rw`	`127.0.0.1`	EOS server IP address. Defaults to 127.0.0.1.
port	`EOS_SERVER__PORT`	`Optional[int]`	`rw`	`8503`	EOS server IP port number. Defaults to 8503.
verbose	`EOS_SERVER__VERBOSE`	`Optional[bool]`	`rw`	`False`	Enable debug output
startup_eosdash	`EOS_SERVER__STARTUP_EOSDASH`	`Optional[bool]`	`rw`	`True`	EOS server to start EOSdash server. Defaults to True.
eosdash_host	`EOS_SERVER__EOSDASH_HOST`	`Optional[str]`	`rw`	`None`	EOSdash server IP address. Defaults to EOS server IP address.
eosdash_port	`EOS_SERVER__EOSDASH_PORT`	`Optional[int]`	`rw`	`None`	EOSdash server IP port number. Defaults to EOS server IP port number + 1.
:::

Example Input/Output

.. code-block:: json

   {
       "server": {
           "host": "127.0.0.1",
           "port": 8503,
           "verbose": false,
           "startup_eosdash": true,
           "eosdash_host": "127.0.0.1",
           "eosdash_port": 8504
       }
   }

Utils Configuration

:::{table} utils :widths: 10 20 10 5 5 30 :align: left

Name	Environment Variable	Type	Read-Only	Default	Description
:::

Example Input/Output

.. code-block:: json

   {
       "utils": {}
   }

Full example Config

.. code-block:: json

   {
       "general": {
           "version": "0.1.0+dev",
           "data_folder_path": null,
           "data_output_subpath": "output",
           "latitude": 52.52,
           "longitude": 13.405
       },
       "cache": {
           "subpath": "cache",
           "cleanup_interval": 300.0
       },
       "ems": {
           "startup_delay": 5.0,
           "interval": 300.0,
           "mode": "OPTIMIZATION"
       },
       "logging": {
           "console_level": "TRACE",
           "file_level": "TRACE"
       },
       "devices": {
           "batteries": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.0,
                   "max_charge_power_w": 5000,
                   "min_charge_power_w": 50,
                   "charge_rates": null,
                   "min_soc_percentage": 0,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               }
           ],
           "max_batteries": 1,
           "electric_vehicles": [
               {
                   "device_id": "battery1",
                   "capacity_wh": 8000,
                   "charging_efficiency": 0.88,
                   "discharging_efficiency": 0.88,
                   "levelized_cost_of_storage_kwh": 0.0,
                   "max_charge_power_w": 5000,
                   "min_charge_power_w": 50,
                   "charge_rates": null,
                   "min_soc_percentage": 0,
                   "max_soc_percentage": 100,
                   "measurement_key_soc_factor": "battery1-soc-factor",
                   "measurement_key_power_l1_w": "battery1-power-l1-w",
                   "measurement_key_power_l2_w": "battery1-power-l2-w",
                   "measurement_key_power_l3_w": "battery1-power-l3-w",
                   "measurement_key_power_3_phase_sym_w": "battery1-power-3-phase-sym-w",
                   "measurement_keys": [
                       "battery1-soc-factor",
                       "battery1-power-l1-w",
                       "battery1-power-l2-w",
                       "battery1-power-l3-w",
                       "battery1-power-3-phase-sym-w"
                   ]
               }
           ],
           "max_electric_vehicles": 1,
           "inverters": [],
           "max_inverters": 1,
           "home_appliances": [],
           "max_home_appliances": 1
       },
       "measurement": {
           "load_emr_keys": [
               "load0_emr"
           ],
           "grid_export_emr_keys": [
               "grid_export_emr"
           ],
           "grid_import_emr_keys": [
               "grid_import_emr"
           ],
           "pv_production_emr_keys": [
               "pv1_emr"
           ]
       },
       "optimization": {
           "horizon_hours": 24,
           "interval": 3600,
           "algorithm": "GENETIC",
           "genetic": {
               "individuals": 400,
               "generations": 400,
               "seed": null,
               "penalties": {
                   "ev_soc_miss": 10
               }
           }
       },
       "prediction": {
           "hours": 48,
           "historic_hours": 48
       },
       "elecprice": {
           "provider": "ElecPriceAkkudoktor",
           "charges_kwh": 0.21,
           "vat_rate": 1.19,
           "provider_settings": {
               "ElecPriceImport": null
           }
       },
       "feedintariff": {
           "provider": "FeedInTariffFixed",
           "provider_settings": {
               "FeedInTariffFixed": null,
               "FeedInTariffImport": null
           }
       },
       "load": {
           "provider": "LoadAkkudoktor",
           "provider_settings": {
               "LoadAkkudoktor": null,
               "LoadVrm": null,
               "LoadImport": null
           }
       },
       "pvforecast": {
           "provider": "PVForecastAkkudoktor",
           "provider_settings": {
               "PVForecastImport": null,
               "PVForecastVrm": null
           },
           "planes": [
               {
                   "surface_tilt": 10.0,
                   "surface_azimuth": 180.0,
                   "userhorizon": [
                       10.0,
                       20.0,
                       30.0
                   ],
                   "peakpower": 5.0,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 0,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 6000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               },
               {
                   "surface_tilt": 20.0,
                   "surface_azimuth": 90.0,
                   "userhorizon": [
                       5.0,
                       15.0,
                       25.0
                   ],
                   "peakpower": 3.5,
                   "pvtechchoice": "crystSi",
                   "mountingplace": "free",
                   "loss": 14.0,
                   "trackingtype": 1,
                   "optimal_surface_tilt": false,
                   "optimalangles": false,
                   "albedo": null,
                   "module_model": null,
                   "inverter_model": null,
                   "inverter_paco": 4000,
                   "modules_per_string": 20,
                   "strings_per_inverter": 2
               }
           ],
           "max_planes": 1
       },
       "weather": {
           "provider": "WeatherImport",
           "provider_settings": {
               "WeatherImport": null
           }
       },
       "server": {
           "host": "127.0.0.1",
           "port": 8503,
           "verbose": false,
           "startup_eosdash": true,
           "eosdash_host": "127.0.0.1",
           "eosdash_port": 8504
       },
       "utils": {}
   }

67 KiB Raw Blame History

Configuration Table

Settings for common configuration

Example Input

Example Output

Cache Configuration

Example Input/Output

Energy Management Configuration

Example Input/Output

Logging Configuration

Example Input

Example Output

Base configuration for devices simulation settings

Example Input

Example Output

Home Appliance devices base settings

Example Input

Example Output

Inverter devices base settings

Example Input

Example Output

Battery devices base settings

Example Input

Example Output

Measurement Configuration

Example Input

Example Output

General Optimization Configuration

Example Input/Output

General Genetic Optimization Algorithm Configuration

Example Input/Output

General Prediction Configuration

Example Input/Output

Electricity Price Prediction Configuration

Example Input/Output

Common settings for elecprice data import from file or JSON String

Example Input/Output

Electricity Price Prediction Provider Configuration

Example Input/Output

Feed In Tariff Prediction Configuration

Example Input/Output

Common settings for feed in tariff data import from file or JSON string

Example Input/Output

Common settings for elecprice fixed price

Example Input/Output

Feed In Tariff Prediction Provider Configuration

Example Input/Output

Load Prediction Configuration

Example Input/Output

Common settings for load data import from file or JSON string

Example Input/Output

Common settings for VRM API

Example Input/Output

Common settings for load data import from file

Example Input/Output

Load Prediction Provider Configuration

Example Input/Output

PV Forecast Configuration

Example Input

Example Output

PV Forecast Plane Configuration

Example Input/Output

Common settings for VRM API

Example Input/Output

Common settings for pvforecast data import from file or JSON string

Example Input/Output

PV Forecast Provider Configuration

Example Input/Output

Weather Forecast Configuration

Example Input/Output

Common settings for weather data import from file or JSON string

Example Input/Output

Weather Forecast Provider Configuration

Example Input/Output

Server Configuration

Example Input/Output

Utils Configuration

Example Input/Output

Full example Config

67 KiB

Raw Blame History