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openego/eDisGo
edisgo/tools/pypsa_io.py
add_aggregated_lv_components
def add_aggregated_lv_components(network, components): """ Aggregates LV load and generation at LV stations Use this function if you aim for MV calculation only. The according DataFrames of `components` are extended by load and generators representing these aggregated respecting the technology type...
python
def add_aggregated_lv_components(network, components): """ Aggregates LV load and generation at LV stations Use this function if you aim for MV calculation only. The according DataFrames of `components` are extended by load and generators representing these aggregated respecting the technology type...
Aggregates LV load and generation at LV stations Use this function if you aim for MV calculation only. The according DataFrames of `components` are extended by load and generators representing these aggregated respecting the technology type. Parameters ---------- network : Network The ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L605-L685
openego/eDisGo
edisgo/tools/pypsa_io.py
_pypsa_load_timeseries
def _pypsa_load_timeseries(network, timesteps, mode=None): """ Time series in PyPSA compatible format for load instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries...
python
def _pypsa_load_timeseries(network, timesteps, mode=None): """ Time series in PyPSA compatible format for load instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries...
Time series in PyPSA compatible format for load instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying which...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L688-L740
openego/eDisGo
edisgo/tools/pypsa_io.py
_pypsa_generator_timeseries
def _pypsa_generator_timeseries(network, timesteps, mode=None): """Timeseries in PyPSA compatible format for generator instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with ent...
python
def _pypsa_generator_timeseries(network, timesteps, mode=None): """Timeseries in PyPSA compatible format for generator instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with ent...
Timeseries in PyPSA compatible format for generator instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying w...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L743-L795
openego/eDisGo
edisgo/tools/pypsa_io.py
_pypsa_storage_timeseries
def _pypsa_storage_timeseries(network, timesteps, mode=None): """ Timeseries in PyPSA compatible format for storage instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with en...
python
def _pypsa_storage_timeseries(network, timesteps, mode=None): """ Timeseries in PyPSA compatible format for storage instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with en...
Timeseries in PyPSA compatible format for storage instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying whi...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L798-L853
openego/eDisGo
edisgo/tools/pypsa_io.py
_pypsa_bus_timeseries
def _pypsa_bus_timeseries(network, buses, timesteps): """ Time series in PyPSA compatible format for bus instances Set all buses except for the slack bus to voltage of 1 pu (it is assumed this setting is entirely ignored during solving the power flow problem). This slack bus is set to an operationa...
python
def _pypsa_bus_timeseries(network, buses, timesteps): """ Time series in PyPSA compatible format for bus instances Set all buses except for the slack bus to voltage of 1 pu (it is assumed this setting is entirely ignored during solving the power flow problem). This slack bus is set to an operationa...
Time series in PyPSA compatible format for bus instances Set all buses except for the slack bus to voltage of 1 pu (it is assumed this setting is entirely ignored during solving the power flow problem). This slack bus is set to an operational voltage which is typically greater than nominal voltage plus...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L856-L923
openego/eDisGo
edisgo/tools/pypsa_io.py
_pypsa_generator_timeseries_aggregated_at_lv_station
def _pypsa_generator_timeseries_aggregated_at_lv_station(network, timesteps): """ Aggregates generator time series per generator subtype and LV grid. Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an a...
python
def _pypsa_generator_timeseries_aggregated_at_lv_station(network, timesteps): """ Aggregates generator time series per generator subtype and LV grid. Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an a...
Aggregates generator time series per generator subtype and LV grid. Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specif...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L926-L985
openego/eDisGo
edisgo/tools/pypsa_io.py
_pypsa_load_timeseries_aggregated_at_lv_station
def _pypsa_load_timeseries_aggregated_at_lv_station(network, timesteps): """ Aggregates load time series per sector and LV grid. Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with...
python
def _pypsa_load_timeseries_aggregated_at_lv_station(network, timesteps): """ Aggregates load time series per sector and LV grid. Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with...
Aggregates load time series per sector and LV grid. Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying which time ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L988-L1041
openego/eDisGo
edisgo/tools/pypsa_io.py
process_pfa_results
def process_pfa_results(network, pypsa, timesteps): """ Assing values from PyPSA to :meth:`results <edisgo.grid.network.Network.results>` Parameters ---------- network : Network The eDisGo grid topology model overall container pypsa : :pypsa:`pypsa.Network<network>` The PyPS...
python
def process_pfa_results(network, pypsa, timesteps): """ Assing values from PyPSA to :meth:`results <edisgo.grid.network.Network.results>` Parameters ---------- network : Network The eDisGo grid topology model overall container pypsa : :pypsa:`pypsa.Network<network>` The PyPS...
Assing values from PyPSA to :meth:`results <edisgo.grid.network.Network.results>` Parameters ---------- network : Network The eDisGo grid topology model overall container pypsa : :pypsa:`pypsa.Network<network>` The PyPSA `Network container <https://www.pypsa.org/doc/componen...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1196-L1385
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_generator_import
def update_pypsa_generator_import(network): """ Translate graph based grid representation to PyPSA Network For details from a user perspective see API documentation of :meth:`~.grid.network.EDisGo.analyze` of the API class :class:`~.grid.network.EDisGo`. Translating eDisGo's grid topology to P...
python
def update_pypsa_generator_import(network): """ Translate graph based grid representation to PyPSA Network For details from a user perspective see API documentation of :meth:`~.grid.network.EDisGo.analyze` of the API class :class:`~.grid.network.EDisGo`. Translating eDisGo's grid topology to P...
Translate graph based grid representation to PyPSA Network For details from a user perspective see API documentation of :meth:`~.grid.network.EDisGo.analyze` of the API class :class:`~.grid.network.EDisGo`. Translating eDisGo's grid topology to PyPSA representation is structured into translating t...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1388-L1506
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_grid_reinforcement
def update_pypsa_grid_reinforcement(network, equipment_changes): """ Update equipment data of lines and transformers after grid reinforcement. During grid reinforcement (cf. :func:`edisgo.flex_opt.reinforce_grid.reinforce_grid`) grid topology and equipment of lines and transformers are changed. ...
python
def update_pypsa_grid_reinforcement(network, equipment_changes): """ Update equipment data of lines and transformers after grid reinforcement. During grid reinforcement (cf. :func:`edisgo.flex_opt.reinforce_grid.reinforce_grid`) grid topology and equipment of lines and transformers are changed. ...
Update equipment data of lines and transformers after grid reinforcement. During grid reinforcement (cf. :func:`edisgo.flex_opt.reinforce_grid.reinforce_grid`) grid topology and equipment of lines and transformers are changed. In order to save time and not do a full translation of eDisGo's grid top...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1509-L1616
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_storage
def update_pypsa_storage(pypsa, storages, storages_lines): """ Adds storages and their lines to pypsa representation of the edisgo graph. This function effects the following attributes of the pypsa network: components ('StorageUnit'), storage_units, storage_units_t (p_set, q_set), buses, lines ...
python
def update_pypsa_storage(pypsa, storages, storages_lines): """ Adds storages and their lines to pypsa representation of the edisgo graph. This function effects the following attributes of the pypsa network: components ('StorageUnit'), storage_units, storage_units_t (p_set, q_set), buses, lines ...
Adds storages and their lines to pypsa representation of the edisgo graph. This function effects the following attributes of the pypsa network: components ('StorageUnit'), storage_units, storage_units_t (p_set, q_set), buses, lines Parameters ----------- pypsa : :pypsa:`pypsa.Network<network>`...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1619-L1737
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_timeseries
def update_pypsa_timeseries(network, loads_to_update=None, generators_to_update=None, storages_to_update=None, timesteps=None): """ Updates load, generator, storage and bus time series in pypsa network. See functions :func:`update_pypsa_load_timeserie...
python
def update_pypsa_timeseries(network, loads_to_update=None, generators_to_update=None, storages_to_update=None, timesteps=None): """ Updates load, generator, storage and bus time series in pypsa network. See functions :func:`update_pypsa_load_timeserie...
Updates load, generator, storage and bus time series in pypsa network. See functions :func:`update_pypsa_load_timeseries`, :func:`update_pypsa_generator_timeseries`, :func:`update_pypsa_storage_timeseries`, and :func:`update_pypsa_bus_timeseries` for more information. Parameters ---------- ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1740-L1786
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_load_timeseries
def update_pypsa_load_timeseries(network, loads_to_update=None, timesteps=None): """ Updates load time series in pypsa representation. This function overwrites p_set and q_set of loads_t attribute of pypsa network. Be aware that if you call this function with `times...
python
def update_pypsa_load_timeseries(network, loads_to_update=None, timesteps=None): """ Updates load time series in pypsa representation. This function overwrites p_set and q_set of loads_t attribute of pypsa network. Be aware that if you call this function with `times...
Updates load time series in pypsa representation. This function overwrites p_set and q_set of loads_t attribute of pypsa network. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it may lead to inconsistencies in the pypsa network since only load time s...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1789-L1822
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_generator_timeseries
def update_pypsa_generator_timeseries(network, generators_to_update=None, timesteps=None): """ Updates generator time series in pypsa representation. This function overwrites p_set and q_set of generators_t attribute of pypsa network. Be aware that if you call ...
python
def update_pypsa_generator_timeseries(network, generators_to_update=None, timesteps=None): """ Updates generator time series in pypsa representation. This function overwrites p_set and q_set of generators_t attribute of pypsa network. Be aware that if you call ...
Updates generator time series in pypsa representation. This function overwrites p_set and q_set of generators_t attribute of pypsa network. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it may lead to inconsistencies in the pypsa network since only g...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1825-L1858
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_storage_timeseries
def update_pypsa_storage_timeseries(network, storages_to_update=None, timesteps=None): """ Updates storage time series in pypsa representation. This function overwrites p_set and q_set of storage_unit_t attribute of pypsa network. Be aware that if you call this f...
python
def update_pypsa_storage_timeseries(network, storages_to_update=None, timesteps=None): """ Updates storage time series in pypsa representation. This function overwrites p_set and q_set of storage_unit_t attribute of pypsa network. Be aware that if you call this f...
Updates storage time series in pypsa representation. This function overwrites p_set and q_set of storage_unit_t attribute of pypsa network. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it may lead to inconsistencies in the pypsa network since only s...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1861-L1894
openego/eDisGo
edisgo/tools/pypsa_io.py
update_pypsa_bus_timeseries
def update_pypsa_bus_timeseries(network, timesteps=None): """ Updates buses voltage time series in pypsa representation. This function overwrites v_mag_pu_set of buses_t attribute of pypsa network. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it...
python
def update_pypsa_bus_timeseries(network, timesteps=None): """ Updates buses voltage time series in pypsa representation. This function overwrites v_mag_pu_set of buses_t attribute of pypsa network. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it...
Updates buses voltage time series in pypsa representation. This function overwrites v_mag_pu_set of buses_t attribute of pypsa network. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it may lead to inconsistencies in the pypsa network since only bus t...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1897-L1928
openego/eDisGo
edisgo/tools/pypsa_io.py
_update_pypsa_timeseries_by_type
def _update_pypsa_timeseries_by_type(network, type, components_to_update=None, timesteps=None): """ Updates time series of specified component in pypsa representation. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it ...
python
def _update_pypsa_timeseries_by_type(network, type, components_to_update=None, timesteps=None): """ Updates time series of specified component in pypsa representation. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it ...
Updates time series of specified component in pypsa representation. Be aware that if you call this function with `timesteps` and thus overwrite current time steps it may lead to inconsistencies in the pypsa network since only time series of the specified component are updated but none of the other time...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io.py#L1931-L2021
openego/eDisGo
edisgo/flex_opt/storage_operation.py
fifty_fifty
def fifty_fifty(network, storage, feedin_threshold=0.5): """ Operational mode where the storage operation depends on actual power by generators. If cumulative generation exceeds 50% of nominal power, the storage is charged. Otherwise, the storage is discharged. The time series for active power is wr...
python
def fifty_fifty(network, storage, feedin_threshold=0.5): """ Operational mode where the storage operation depends on actual power by generators. If cumulative generation exceeds 50% of nominal power, the storage is charged. Otherwise, the storage is discharged. The time series for active power is wr...
Operational mode where the storage operation depends on actual power by generators. If cumulative generation exceeds 50% of nominal power, the storage is charged. Otherwise, the storage is discharged. The time series for active power is written into the storage. Parameters ----------- network :...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/storage_operation.py#L5-L44
openego/eDisGo
edisgo/grid/connect.py
connect_mv_generators
def connect_mv_generators(network): """Connect MV generators to existing grids. This function searches for unconnected generators in MV grids and connects them. It connects * generators of voltage level 4 * to HV-MV station * generators of voltage level 5 * with a...
python
def connect_mv_generators(network): """Connect MV generators to existing grids. This function searches for unconnected generators in MV grids and connects them. It connects * generators of voltage level 4 * to HV-MV station * generators of voltage level 5 * with a...
Connect MV generators to existing grids. This function searches for unconnected generators in MV grids and connects them. It connects * generators of voltage level 4 * to HV-MV station * generators of voltage level 5 * with a nom. capacity of <=30 kW to LV loads of ty...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/connect.py#L20-L117
openego/eDisGo
edisgo/grid/connect.py
connect_lv_generators
def connect_lv_generators(network, allow_multiple_genos_per_load=True): """Connect LV generators to existing grids. This function searches for unconnected generators in all LV grids and connects them. It connects * generators of voltage level 6 * to MV-LV station * genera...
python
def connect_lv_generators(network, allow_multiple_genos_per_load=True): """Connect LV generators to existing grids. This function searches for unconnected generators in all LV grids and connects them. It connects * generators of voltage level 6 * to MV-LV station * genera...
Connect LV generators to existing grids. This function searches for unconnected generators in all LV grids and connects them. It connects * generators of voltage level 6 * to MV-LV station * generators of voltage level 7 * with a nom. capacity of <=30 kW to LV loa...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/connect.py#L120-L348
openego/eDisGo
edisgo/grid/connect.py
_add_cable_to_equipment_changes
def _add_cable_to_equipment_changes(network, line): """Add cable to the equipment changes All changes of equipment are stored in network.results.equipment_changes which is used later to determine grid expansion costs. Parameters ---------- network : :class:`~.grid.network.Network` The ...
python
def _add_cable_to_equipment_changes(network, line): """Add cable to the equipment changes All changes of equipment are stored in network.results.equipment_changes which is used later to determine grid expansion costs. Parameters ---------- network : :class:`~.grid.network.Network` The ...
Add cable to the equipment changes All changes of equipment are stored in network.results.equipment_changes which is used later to determine grid expansion costs. Parameters ---------- network : :class:`~.grid.network.Network` The eDisGo container object line : class:`~.grid.components...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/connect.py#L356-L379
openego/eDisGo
edisgo/grid/connect.py
_del_cable_from_equipment_changes
def _del_cable_from_equipment_changes(network, line): """Delete cable from the equipment changes if existing This is needed if a cable was already added to network.results.equipment_changes but another node is connected later to this cable. Therefore, the cable needs to be split which changes the id (o...
python
def _del_cable_from_equipment_changes(network, line): """Delete cable from the equipment changes if existing This is needed if a cable was already added to network.results.equipment_changes but another node is connected later to this cable. Therefore, the cable needs to be split which changes the id (o...
Delete cable from the equipment changes if existing This is needed if a cable was already added to network.results.equipment_changes but another node is connected later to this cable. Therefore, the cable needs to be split which changes the id (one cable id -> 2 new cable ids). Parameters --------...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/connect.py#L382-L398
openego/eDisGo
edisgo/grid/connect.py
_find_nearest_conn_objects
def _find_nearest_conn_objects(network, node, branches): """Searches all branches for the nearest possible connection object per branch It picks out 1 object out of 3 possible objects: 2 branch-adjacent stations and 1 potentially created branch tee on the line (using perpendicular projection). The resu...
python
def _find_nearest_conn_objects(network, node, branches): """Searches all branches for the nearest possible connection object per branch It picks out 1 object out of 3 possible objects: 2 branch-adjacent stations and 1 potentially created branch tee on the line (using perpendicular projection). The resu...
Searches all branches for the nearest possible connection object per branch It picks out 1 object out of 3 possible objects: 2 branch-adjacent stations and 1 potentially created branch tee on the line (using perpendicular projection). The resulting stack (list) is sorted ascending by distance from node. ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/connect.py#L401-L480
openego/eDisGo
edisgo/grid/connect.py
_connect_mv_node
def _connect_mv_node(network, node, target_obj): """Connects MV node to target object in MV grid If the target object is a node, a new line is created to it. If the target object is a line, the node is connected to a newly created branch tee (using perpendicular projection) on this line. New lines ...
python
def _connect_mv_node(network, node, target_obj): """Connects MV node to target object in MV grid If the target object is a node, a new line is created to it. If the target object is a line, the node is connected to a newly created branch tee (using perpendicular projection) on this line. New lines ...
Connects MV node to target object in MV grid If the target object is a node, a new line is created to it. If the target object is a line, the node is connected to a newly created branch tee (using perpendicular projection) on this line. New lines are created using standard equipment. Parameters ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/connect.py#L483-L666
openego/eDisGo
edisgo/tools/edisgo_run.py
_get_griddistrict
def _get_griddistrict(ding0_filepath): """ Just get the grid district number from ding0 data file path Parameters ---------- ding0_filepath : str Path to ding0 data ending typically `/path/to/ding0_data/"ding0_grids__" + str(``grid_district``) + ".xxx"` Returns ------- i...
python
def _get_griddistrict(ding0_filepath): """ Just get the grid district number from ding0 data file path Parameters ---------- ding0_filepath : str Path to ding0 data ending typically `/path/to/ding0_data/"ding0_grids__" + str(``grid_district``) + ".xxx"` Returns ------- i...
Just get the grid district number from ding0 data file path Parameters ---------- ding0_filepath : str Path to ding0 data ending typically `/path/to/ding0_data/"ding0_grids__" + str(``grid_district``) + ".xxx"` Returns ------- int grid_district number
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/edisgo_run.py#L54-L74
openego/eDisGo
edisgo/tools/edisgo_run.py
run_edisgo_basic
def run_edisgo_basic(ding0_filepath, generator_scenario=None, analysis='worst-case', *edisgo_grid): """ Analyze edisgo grid extension cost as reference scenario Parameters ---------- ding0_filepath : str Path to ding0 data endin...
python
def run_edisgo_basic(ding0_filepath, generator_scenario=None, analysis='worst-case', *edisgo_grid): """ Analyze edisgo grid extension cost as reference scenario Parameters ---------- ding0_filepath : str Path to ding0 data endin...
Analyze edisgo grid extension cost as reference scenario Parameters ---------- ding0_filepath : str Path to ding0 data ending typically `/path/to/ding0_data/"ding0_grids__" + str(``grid_district``) + ".xxx"` analysis : str Either 'worst-case' or 'timeseries' generator_scen...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/edisgo_run.py#L77-L165
openego/eDisGo
edisgo/tools/edisgo_run.py
run_edisgo_twice
def run_edisgo_twice(run_args): """ Run grid analysis twice on same grid: once w/ and once w/o new generators First run without connection of new generators approves sufficient grid hosting capacity. Otherwise, grid is reinforced. Second run assessment grid extension needs in terms of RES integrati...
python
def run_edisgo_twice(run_args): """ Run grid analysis twice on same grid: once w/ and once w/o new generators First run without connection of new generators approves sufficient grid hosting capacity. Otherwise, grid is reinforced. Second run assessment grid extension needs in terms of RES integrati...
Run grid analysis twice on same grid: once w/ and once w/o new generators First run without connection of new generators approves sufficient grid hosting capacity. Otherwise, grid is reinforced. Second run assessment grid extension needs in terms of RES integration Parameters ---------- run_ar...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/edisgo_run.py#L168-L215
openego/eDisGo
edisgo/tools/edisgo_run.py
run_edisgo_pool
def run_edisgo_pool(ding0_file_list, run_args_opt, workers=mp.cpu_count(), worker_lifetime=1): """ Use python multiprocessing toolbox for parallelization Several grids are analyzed in parallel. Parameters ---------- ding0_file_list : list Ding0 grid data file names ...
python
def run_edisgo_pool(ding0_file_list, run_args_opt, workers=mp.cpu_count(), worker_lifetime=1): """ Use python multiprocessing toolbox for parallelization Several grids are analyzed in parallel. Parameters ---------- ding0_file_list : list Ding0 grid data file names ...
Use python multiprocessing toolbox for parallelization Several grids are analyzed in parallel. Parameters ---------- ding0_file_list : list Ding0 grid data file names run_args_opt : list eDisGo options, see :func:`run_edisgo_basic` and :func:`run_edisgo_twice` workers: ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/edisgo_run.py#L218-L272
openego/eDisGo
edisgo/tools/edisgo_run.py
run_edisgo_pool_flexible
def run_edisgo_pool_flexible(ding0_id_list, func, func_arguments, workers=mp2.cpu_count(), worker_lifetime=1): """ Use python multiprocessing toolbox for parallelization Several grids are analyzed in parallel based on your custom function that defines the specific application of eDi...
python
def run_edisgo_pool_flexible(ding0_id_list, func, func_arguments, workers=mp2.cpu_count(), worker_lifetime=1): """ Use python multiprocessing toolbox for parallelization Several grids are analyzed in parallel based on your custom function that defines the specific application of eDi...
Use python multiprocessing toolbox for parallelization Several grids are analyzed in parallel based on your custom function that defines the specific application of eDisGo. Parameters ---------- ding0_id_list : list of int List of ding0 grid data IDs (also known as HV/MV substation IDs) ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/edisgo_run.py#L275-L339
openego/eDisGo
edisgo/flex_opt/reinforce_grid.py
reinforce_grid
def reinforce_grid(edisgo, timesteps_pfa=None, copy_graph=False, max_while_iterations=10, combined_analysis=False): """ Evaluates grid reinforcement needs and performs measures. This function is the parent function for all grid reinforcements. Parameters ---------- edisgo : ...
python
def reinforce_grid(edisgo, timesteps_pfa=None, copy_graph=False, max_while_iterations=10, combined_analysis=False): """ Evaluates grid reinforcement needs and performs measures. This function is the parent function for all grid reinforcements. Parameters ---------- edisgo : ...
Evaluates grid reinforcement needs and performs measures. This function is the parent function for all grid reinforcements. Parameters ---------- edisgo : :class:`~.grid.network.EDisGo` The eDisGo API object timesteps_pfa : :obj:`str` or :pandas:`pandas.DatetimeIndex<datetimeindex>` or :pa...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/reinforce_grid.py#L14-L457
openego/eDisGo
edisgo/data/import_data.py
import_from_ding0
def import_from_ding0(file, network): """ Import an eDisGo grid topology from `Ding0 data <https://github.com/openego/ding0>`_. This import method is specifically designed to load grid topology data in the format as `Ding0 <https://github.com/openego/ding0>`_ provides it via pickles. The i...
python
def import_from_ding0(file, network): """ Import an eDisGo grid topology from `Ding0 data <https://github.com/openego/ding0>`_. This import method is specifically designed to load grid topology data in the format as `Ding0 <https://github.com/openego/ding0>`_ provides it via pickles. The i...
Import an eDisGo grid topology from `Ding0 data <https://github.com/openego/ding0>`_. This import method is specifically designed to load grid topology data in the format as `Ding0 <https://github.com/openego/ding0>`_ provides it via pickles. The import of the grid topology includes * the...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L38-L115
openego/eDisGo
edisgo/data/import_data.py
_build_lv_grid
def _build_lv_grid(ding0_grid, network): """ Build eDisGo LV grid from Ding0 data Parameters ---------- ding0_grid: ding0.MVGridDing0 Ding0 MV grid object Returns ------- list of LVGrid LV grids dict Dictionary containing a mapping of LV stations in Ding0 to...
python
def _build_lv_grid(ding0_grid, network): """ Build eDisGo LV grid from Ding0 data Parameters ---------- ding0_grid: ding0.MVGridDing0 Ding0 MV grid object Returns ------- list of LVGrid LV grids dict Dictionary containing a mapping of LV stations in Ding0 to...
Build eDisGo LV grid from Ding0 data Parameters ---------- ding0_grid: ding0.MVGridDing0 Ding0 MV grid object Returns ------- list of LVGrid LV grids dict Dictionary containing a mapping of LV stations in Ding0 to newly created eDisGo LV stations. This mappi...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L118-L250
openego/eDisGo
edisgo/data/import_data.py
_determine_aggregated_nodes
def _determine_aggregated_nodes(la_centers): """Determine generation and load within load areas Parameters ---------- la_centers: list of LVLoadAreaCentre Load Area Centers are Ding0 implementations for representating areas of high population density with high demand compared to DG pote...
python
def _determine_aggregated_nodes(la_centers): """Determine generation and load within load areas Parameters ---------- la_centers: list of LVLoadAreaCentre Load Area Centers are Ding0 implementations for representating areas of high population density with high demand compared to DG pote...
Determine generation and load within load areas Parameters ---------- la_centers: list of LVLoadAreaCentre Load Area Centers are Ding0 implementations for representating areas of high population density with high demand compared to DG potential. Notes ----- Currently, MV grid l...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L412-L601
openego/eDisGo
edisgo/data/import_data.py
_attach_aggregated
def _attach_aggregated(network, grid, aggregated, ding0_grid): """Add Generators and Loads to MV station representing aggregated generation capacity and load Parameters ---------- grid: MVGrid MV grid object aggregated: dict Information about aggregated load and generation capac...
python
def _attach_aggregated(network, grid, aggregated, ding0_grid): """Add Generators and Loads to MV station representing aggregated generation capacity and load Parameters ---------- grid: MVGrid MV grid object aggregated: dict Information about aggregated load and generation capac...
Add Generators and Loads to MV station representing aggregated generation capacity and load Parameters ---------- grid: MVGrid MV grid object aggregated: dict Information about aggregated load and generation capacity. For information about the structure of the dict see ... ....
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L604-L693
openego/eDisGo
edisgo/data/import_data.py
_validate_ding0_grid_import
def _validate_ding0_grid_import(mv_grid, ding0_mv_grid, lv_grid_mapping): """Cross-check imported data with original data source Parameters ---------- mv_grid: MVGrid eDisGo MV grid instance ding0_mv_grid: MVGridDing0 Ding0 MV grid instance lv_grid_mapping: dict Translat...
python
def _validate_ding0_grid_import(mv_grid, ding0_mv_grid, lv_grid_mapping): """Cross-check imported data with original data source Parameters ---------- mv_grid: MVGrid eDisGo MV grid instance ding0_mv_grid: MVGridDing0 Ding0 MV grid instance lv_grid_mapping: dict Translat...
Cross-check imported data with original data source Parameters ---------- mv_grid: MVGrid eDisGo MV grid instance ding0_mv_grid: MVGridDing0 Ding0 MV grid instance lv_grid_mapping: dict Translates Ding0 LV grids to associated, newly created eDisGo LV grids
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L696-L717
openego/eDisGo
edisgo/data/import_data.py
_validate_ding0_mv_grid_import
def _validate_ding0_mv_grid_import(grid, ding0_grid): """Verify imported data with original data from Ding0 Parameters ---------- grid: MVGrid MV Grid data (eDisGo) ding0_grid: ding0.MVGridDing0 Ding0 MV grid object Notes ----- The data validation excludes grid componen...
python
def _validate_ding0_mv_grid_import(grid, ding0_grid): """Verify imported data with original data from Ding0 Parameters ---------- grid: MVGrid MV Grid data (eDisGo) ding0_grid: ding0.MVGridDing0 Ding0 MV grid object Notes ----- The data validation excludes grid componen...
Verify imported data with original data from Ding0 Parameters ---------- grid: MVGrid MV Grid data (eDisGo) ding0_grid: ding0.MVGridDing0 Ding0 MV grid object Notes ----- The data validation excludes grid components located in aggregated load areas as these are represen...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L720-L796
openego/eDisGo
edisgo/data/import_data.py
_validate_ding0_lv_grid_import
def _validate_ding0_lv_grid_import(grids, ding0_grid, lv_grid_mapping): """Verify imported data with original data from Ding0 Parameters ---------- grids: list of LVGrid LV Grid data (eDisGo) ding0_grid: ding0.MVGridDing0 Ding0 MV grid object lv_grid_mapping: dict Define...
python
def _validate_ding0_lv_grid_import(grids, ding0_grid, lv_grid_mapping): """Verify imported data with original data from Ding0 Parameters ---------- grids: list of LVGrid LV Grid data (eDisGo) ding0_grid: ding0.MVGridDing0 Ding0 MV grid object lv_grid_mapping: dict Define...
Verify imported data with original data from Ding0 Parameters ---------- grids: list of LVGrid LV Grid data (eDisGo) ding0_grid: ding0.MVGridDing0 Ding0 MV grid object lv_grid_mapping: dict Defines relationship between Ding0 and eDisGo grid objects Notes ----- T...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L799-L874
openego/eDisGo
edisgo/data/import_data.py
import_generators
def import_generators(network, data_source=None, file=None): """Import generator data from source. The generator data include * nom. capacity * type ToDo: specify! * timeseries Additional data which can be processed (e.g. used in OEDB data) are * location * type...
python
def import_generators(network, data_source=None, file=None): """Import generator data from source. The generator data include * nom. capacity * type ToDo: specify! * timeseries Additional data which can be processed (e.g. used in OEDB data) are * location * type...
Import generator data from source. The generator data include * nom. capacity * type ToDo: specify! * timeseries Additional data which can be processed (e.g. used in OEDB data) are * location * type * subtype * capacity Parameters ----------...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L994-L1040
openego/eDisGo
edisgo/data/import_data.py
_import_genos_from_oedb
def _import_genos_from_oedb(network): """Import generator data from the Open Energy Database (OEDB). The importer uses SQLAlchemy ORM objects. These are defined in ego.io, see https://github.com/openego/ego.io/tree/dev/egoio/db_tables Parameters ---------- network: :class:`~.grid.network.N...
python
def _import_genos_from_oedb(network): """Import generator data from the Open Energy Database (OEDB). The importer uses SQLAlchemy ORM objects. These are defined in ego.io, see https://github.com/openego/ego.io/tree/dev/egoio/db_tables Parameters ---------- network: :class:`~.grid.network.N...
Import generator data from the Open Energy Database (OEDB). The importer uses SQLAlchemy ORM objects. These are defined in ego.io, see https://github.com/openego/ego.io/tree/dev/egoio/db_tables Parameters ---------- network: :class:`~.grid.network.Network` The eDisGo container object ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L1043-L1923
openego/eDisGo
edisgo/data/import_data.py
_build_generator_list
def _build_generator_list(network): """Builds DataFrames with all generators in MV and LV grids Returns ------- :pandas:`pandas.DataFrame<dataframe>` A DataFrame with id of and reference to MV generators :pandas:`pandas.DataFrame<dataframe>` A DataFrame with id of and refere...
python
def _build_generator_list(network): """Builds DataFrames with all generators in MV and LV grids Returns ------- :pandas:`pandas.DataFrame<dataframe>` A DataFrame with id of and reference to MV generators :pandas:`pandas.DataFrame<dataframe>` A DataFrame with id of and refere...
Builds DataFrames with all generators in MV and LV grids Returns ------- :pandas:`pandas.DataFrame<dataframe>` A DataFrame with id of and reference to MV generators :pandas:`pandas.DataFrame<dataframe>` A DataFrame with id of and reference to LV generators :pandas:`pandas.Da...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L1948-L1980
openego/eDisGo
edisgo/data/import_data.py
_build_lv_grid_dict
def _build_lv_grid_dict(network): """Creates dict of LV grids LV grid ids are used as keys, LV grid references as values. Parameters ---------- network: :class:`~.grid.network.Network` The eDisGo container object Returns ------- :obj:`dict` Format: {:obj:`int`: :class:...
python
def _build_lv_grid_dict(network): """Creates dict of LV grids LV grid ids are used as keys, LV grid references as values. Parameters ---------- network: :class:`~.grid.network.Network` The eDisGo container object Returns ------- :obj:`dict` Format: {:obj:`int`: :class:...
Creates dict of LV grids LV grid ids are used as keys, LV grid references as values. Parameters ---------- network: :class:`~.grid.network.Network` The eDisGo container object Returns ------- :obj:`dict` Format: {:obj:`int`: :class:`~.grid.grids.LVGrid`}
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L1983-L2002
openego/eDisGo
edisgo/data/import_data.py
import_feedin_timeseries
def import_feedin_timeseries(config_data, weather_cell_ids): """ Import RES feed-in time series data and process Parameters ---------- config_data : dict Dictionary containing config data from config files. weather_cell_ids : :obj:`list` List of weather cell id's (integers) to o...
python
def import_feedin_timeseries(config_data, weather_cell_ids): """ Import RES feed-in time series data and process Parameters ---------- config_data : dict Dictionary containing config data from config files. weather_cell_ids : :obj:`list` List of weather cell id's (integers) to o...
Import RES feed-in time series data and process Parameters ---------- config_data : dict Dictionary containing config data from config files. weather_cell_ids : :obj:`list` List of weather cell id's (integers) to obtain feed-in data for. Returns ------- :pandas:`pandas.Data...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L2005-L2088
openego/eDisGo
edisgo/data/import_data.py
import_load_timeseries
def import_load_timeseries(config_data, data_source, mv_grid_id=None, year=None): """ Import load time series Parameters ---------- config_data : dict Dictionary containing config data from config files. data_source : str Specify type of data source. A...
python
def import_load_timeseries(config_data, data_source, mv_grid_id=None, year=None): """ Import load time series Parameters ---------- config_data : dict Dictionary containing config data from config files. data_source : str Specify type of data source. A...
Import load time series Parameters ---------- config_data : dict Dictionary containing config data from config files. data_source : str Specify type of data source. Available data sources are * 'demandlib' Determine a load time series with the use of the demandlib....
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/data/import_data.py#L2091-L2242
openego/eDisGo
edisgo/flex_opt/curtailment.py
voltage_based
def voltage_based(feedin, generators, curtailment_timeseries, edisgo, curtailment_key, **kwargs): """ Implements curtailment methodology 'voltage-based'. The curtailment that has to be met in each time step is allocated depending on the exceedance of the allowed voltage deviation at t...
python
def voltage_based(feedin, generators, curtailment_timeseries, edisgo, curtailment_key, **kwargs): """ Implements curtailment methodology 'voltage-based'. The curtailment that has to be met in each time step is allocated depending on the exceedance of the allowed voltage deviation at t...
Implements curtailment methodology 'voltage-based'. The curtailment that has to be met in each time step is allocated depending on the exceedance of the allowed voltage deviation at the nodes of the generators. The higher the exceedance, the higher the curtailment. The optional parameter `voltage_thre...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/curtailment.py#L9-L162
openego/eDisGo
edisgo/flex_opt/curtailment.py
_optimize_voltage_based_curtailment
def _optimize_voltage_based_curtailment(feedin, voltage_pu, total_curtailment, voltage_threshold, timeindex, solver): """ Formulates and solves linear problem to find linear relation between curtailment and node voltage. Parameters ------------ feedin : :...
python
def _optimize_voltage_based_curtailment(feedin, voltage_pu, total_curtailment, voltage_threshold, timeindex, solver): """ Formulates and solves linear problem to find linear relation between curtailment and node voltage. Parameters ------------ feedin : :...
Formulates and solves linear problem to find linear relation between curtailment and node voltage. Parameters ------------ feedin : :pandas:`pandas.DataFrame<dataframe>` See `feedin` parameter in :func:`edisgo.flex_opt.curtailment.voltage_based` for more information. voltage_pu : :p...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/curtailment.py#L165-L294
openego/eDisGo
edisgo/flex_opt/curtailment.py
feedin_proportional
def feedin_proportional(feedin, generators, curtailment_timeseries, edisgo, curtailment_key, **kwargs): """ Implements curtailment methodology 'feedin-proportional'. The curtailment that has to be met in each time step is allocated equally to all generators depending on their sh...
python
def feedin_proportional(feedin, generators, curtailment_timeseries, edisgo, curtailment_key, **kwargs): """ Implements curtailment methodology 'feedin-proportional'. The curtailment that has to be met in each time step is allocated equally to all generators depending on their sh...
Implements curtailment methodology 'feedin-proportional'. The curtailment that has to be met in each time step is allocated equally to all generators depending on their share of total feed-in in that time step. Parameters ---------- feedin : :pandas:`pandas.DataFrame<dataframe>` Datafr...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/curtailment.py#L297-L340
openego/eDisGo
edisgo/flex_opt/curtailment.py
_check_curtailment_target
def _check_curtailment_target(curtailment, curtailment_target, curtailment_key): """ Raises an error if curtailment target was not met in any time step. Parameters ----------- curtailment : :pandas:`pandas:DataFrame<dataframe>` Dataframe containing the curtailm...
python
def _check_curtailment_target(curtailment, curtailment_target, curtailment_key): """ Raises an error if curtailment target was not met in any time step. Parameters ----------- curtailment : :pandas:`pandas:DataFrame<dataframe>` Dataframe containing the curtailm...
Raises an error if curtailment target was not met in any time step. Parameters ----------- curtailment : :pandas:`pandas:DataFrame<dataframe>` Dataframe containing the curtailment in kW per generator and time step. Index is a :pandas:`pandas.DatetimeIndex<datetimeindex>`, columns are ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/curtailment.py#L343-L366
openego/eDisGo
edisgo/flex_opt/curtailment.py
_assign_curtailment
def _assign_curtailment(curtailment, edisgo, generators, curtailment_key): """ Helper function to write curtailment time series to generator objects. This function also writes a list of the curtailed generators to curtailment in :class:`edisgo.grid.network.TimeSeries` and :class:`edisgo.grid.networ...
python
def _assign_curtailment(curtailment, edisgo, generators, curtailment_key): """ Helper function to write curtailment time series to generator objects. This function also writes a list of the curtailed generators to curtailment in :class:`edisgo.grid.network.TimeSeries` and :class:`edisgo.grid.networ...
Helper function to write curtailment time series to generator objects. This function also writes a list of the curtailed generators to curtailment in :class:`edisgo.grid.network.TimeSeries` and :class:`edisgo.grid.network.Results`. Parameters ---------- curtailment : :pandas:`pandas.DataFrame<...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/curtailment.py#L369-L414
openego/eDisGo
edisgo/flex_opt/reinforce_measures.py
extend_distribution_substation_overloading
def extend_distribution_substation_overloading(network, critical_stations): """ Reinforce MV/LV substations due to overloading issues. In a first step a parallel transformer of the same kind is installed. If this is not sufficient as many standard transformers as needed are installed. Paramete...
python
def extend_distribution_substation_overloading(network, critical_stations): """ Reinforce MV/LV substations due to overloading issues. In a first step a parallel transformer of the same kind is installed. If this is not sufficient as many standard transformers as needed are installed. Paramete...
Reinforce MV/LV substations due to overloading issues. In a first step a parallel transformer of the same kind is installed. If this is not sufficient as many standard transformers as needed are installed. Parameters ---------- network : :class:`~.grid.network.Network` critical_stations : ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/reinforce_measures.py#L15-L116
openego/eDisGo
edisgo/flex_opt/reinforce_measures.py
extend_distribution_substation_overvoltage
def extend_distribution_substation_overvoltage(network, critical_stations): """ Reinforce MV/LV substations due to voltage issues. A parallel standard transformer is installed. Parameters ---------- network : :class:`~.grid.network.Network` critical_stations : :obj:`dict` Dictionar...
python
def extend_distribution_substation_overvoltage(network, critical_stations): """ Reinforce MV/LV substations due to voltage issues. A parallel standard transformer is installed. Parameters ---------- network : :class:`~.grid.network.Network` critical_stations : :obj:`dict` Dictionar...
Reinforce MV/LV substations due to voltage issues. A parallel standard transformer is installed. Parameters ---------- network : :class:`~.grid.network.Network` critical_stations : :obj:`dict` Dictionary with :class:`~.grid.grids.LVGrid` as key and a :pandas:`pandas.DataFrame<dataf...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/reinforce_measures.py#L119-L176
openego/eDisGo
edisgo/flex_opt/reinforce_measures.py
reinforce_branches_overvoltage
def reinforce_branches_overvoltage(network, grid, crit_nodes): """ Reinforce MV and LV grid due to voltage issues. Parameters ---------- network : :class:`~.grid.network.Network` grid : :class:`~.grid.grids.MVGrid` or :class:`~.grid.grids.LVGrid` crit_nodes : :pandas:`pandas.DataFrame<dataf...
python
def reinforce_branches_overvoltage(network, grid, crit_nodes): """ Reinforce MV and LV grid due to voltage issues. Parameters ---------- network : :class:`~.grid.network.Network` grid : :class:`~.grid.grids.MVGrid` or :class:`~.grid.grids.LVGrid` crit_nodes : :pandas:`pandas.DataFrame<dataf...
Reinforce MV and LV grid due to voltage issues. Parameters ---------- network : :class:`~.grid.network.Network` grid : :class:`~.grid.grids.MVGrid` or :class:`~.grid.grids.LVGrid` crit_nodes : :pandas:`pandas.DataFrame<dataframe>` Dataframe with critical nodes, sorted descending by voltage ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/reinforce_measures.py#L285-L474
openego/eDisGo
edisgo/flex_opt/reinforce_measures.py
reinforce_branches_overloading
def reinforce_branches_overloading(network, crit_lines): """ Reinforce MV or LV grid due to overloading. Parameters ---------- network : :class:`~.grid.network.Network` crit_lines : :pandas:`pandas.DataFrame<dataframe>` Dataframe containing over-loaded lines, their maximum relative ...
python
def reinforce_branches_overloading(network, crit_lines): """ Reinforce MV or LV grid due to overloading. Parameters ---------- network : :class:`~.grid.network.Network` crit_lines : :pandas:`pandas.DataFrame<dataframe>` Dataframe containing over-loaded lines, their maximum relative ...
Reinforce MV or LV grid due to overloading. Parameters ---------- network : :class:`~.grid.network.Network` crit_lines : :pandas:`pandas.DataFrame<dataframe>` Dataframe containing over-loaded lines, their maximum relative over-loading and the corresponding time step. Index o...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/reinforce_measures.py#L477-L557
openego/eDisGo
edisgo/tools/plots.py
histogram
def histogram(data, **kwargs): """ Function to create histogram, e.g. for voltages or currents. Parameters ---------- data : :pandas:`pandas.DataFrame<dataframe>` Data to be plotted, e.g. voltage or current (`v_res` or `i_res` from :class:`edisgo.grid.network.Results`). Index of the...
python
def histogram(data, **kwargs): """ Function to create histogram, e.g. for voltages or currents. Parameters ---------- data : :pandas:`pandas.DataFrame<dataframe>` Data to be plotted, e.g. voltage or current (`v_res` or `i_res` from :class:`edisgo.grid.network.Results`). Index of the...
Function to create histogram, e.g. for voltages or currents. Parameters ---------- data : :pandas:`pandas.DataFrame<dataframe>` Data to be plotted, e.g. voltage or current (`v_res` or `i_res` from :class:`edisgo.grid.network.Results`). Index of the dataframe must be a :pandas:`panda...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/plots.py#L30-L142
openego/eDisGo
edisgo/tools/plots.py
add_basemap
def add_basemap(ax, zoom=12): """ Adds map to a plot. """ url = ctx.sources.ST_TONER_LITE xmin, xmax, ymin, ymax = ax.axis() basemap, extent = ctx.bounds2img(xmin, ymin, xmax, ymax, zoom=zoom, url=url) ax.imshow(basemap, extent=extent, interpolati...
python
def add_basemap(ax, zoom=12): """ Adds map to a plot. """ url = ctx.sources.ST_TONER_LITE xmin, xmax, ymin, ymax = ax.axis() basemap, extent = ctx.bounds2img(xmin, ymin, xmax, ymax, zoom=zoom, url=url) ax.imshow(basemap, extent=extent, interpolati...
Adds map to a plot.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/plots.py#L145-L156
openego/eDisGo
edisgo/tools/plots.py
get_grid_district_polygon
def get_grid_district_polygon(config, subst_id=None, projection=4326): """ Get MV grid district polygon from oedb for plotting. """ # make DB session conn = connection(section=config['db_connection']['section']) Session = sessionmaker(bind=conn) session = Session() # get polygon from ...
python
def get_grid_district_polygon(config, subst_id=None, projection=4326): """ Get MV grid district polygon from oedb for plotting. """ # make DB session conn = connection(section=config['db_connection']['section']) Session = sessionmaker(bind=conn) session = Session() # get polygon from ...
Get MV grid district polygon from oedb for plotting.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/plots.py#L159-L194
openego/eDisGo
edisgo/tools/plots.py
mv_grid_topology
def mv_grid_topology(pypsa_network, configs, timestep=None, line_color=None, node_color=None, line_load=None, grid_expansion_costs=None, filename=None, arrows=False, grid_district_geom=True, background_map=True, vol...
python
def mv_grid_topology(pypsa_network, configs, timestep=None, line_color=None, node_color=None, line_load=None, grid_expansion_costs=None, filename=None, arrows=False, grid_district_geom=True, background_map=True, vol...
Plot line loading as color on lines. Displays line loading relative to nominal capacity. Parameters ---------- pypsa_network : :pypsa:`pypsa.Network<network>` configs : :obj:`dict` Dictionary with used configurations from config files. See :class:`~.grid.network.Config` for more in...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/plots.py#L197-L630
openego/eDisGo
edisgo/tools/pypsa_io_lopf.py
to_pypsa
def to_pypsa(network, mode, timesteps): """ Translate graph based grid representation to PyPSA Network For details from a user perspective see API documentation of :meth:`~.grid.network.EDisGo.analyze` of the API class :class:`~.grid.network.EDisGo`. Translating eDisGo's grid topology to PyPSA...
python
def to_pypsa(network, mode, timesteps): """ Translate graph based grid representation to PyPSA Network For details from a user perspective see API documentation of :meth:`~.grid.network.EDisGo.analyze` of the API class :class:`~.grid.network.EDisGo`. Translating eDisGo's grid topology to PyPSA...
Translate graph based grid representation to PyPSA Network For details from a user perspective see API documentation of :meth:`~.grid.network.EDisGo.analyze` of the API class :class:`~.grid.network.EDisGo`. Translating eDisGo's grid topology to PyPSA representation is structured into tranlating th...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io_lopf.py#L19-L154
openego/eDisGo
edisgo/tools/pypsa_io_lopf.py
lv_to_pypsa
def lv_to_pypsa(network): """ Convert LV grid topology to PyPSA representation Includes grid topology of all LV grids of :attr:`~.grid.grid.Grid.lv_grids` Parameters ---------- network : Network eDisGo grid container Returns ------- dict of :pandas:`pandas.DataFrame<datafr...
python
def lv_to_pypsa(network): """ Convert LV grid topology to PyPSA representation Includes grid topology of all LV grids of :attr:`~.grid.grid.Grid.lv_grids` Parameters ---------- network : Network eDisGo grid container Returns ------- dict of :pandas:`pandas.DataFrame<datafr...
Convert LV grid topology to PyPSA representation Includes grid topology of all LV grids of :attr:`~.grid.grid.Grid.lv_grids` Parameters ---------- network : Network eDisGo grid container Returns ------- dict of :pandas:`pandas.DataFrame<dataframe>` A DataFrame for each typ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io_lopf.py#L436-L587
openego/eDisGo
edisgo/tools/pypsa_io_lopf.py
_pypsa_load_timeseries
def _pypsa_load_timeseries(network, timesteps, mode=None): """ Time series in PyPSA compatible format for load instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries...
python
def _pypsa_load_timeseries(network, timesteps, mode=None): """ Time series in PyPSA compatible format for load instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries...
Time series in PyPSA compatible format for load instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying which...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io_lopf.py#L603-L657
openego/eDisGo
edisgo/tools/pypsa_io_lopf.py
_pypsa_generator_timeseries
def _pypsa_generator_timeseries(network, timesteps, mode=None): """Timeseries in PyPSA compatible format for generator instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with ent...
python
def _pypsa_generator_timeseries(network, timesteps, mode=None): """Timeseries in PyPSA compatible format for generator instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with ent...
Timeseries in PyPSA compatible format for generator instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying w...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io_lopf.py#L660-L719
openego/eDisGo
edisgo/tools/pypsa_io_lopf.py
_pypsa_storage_timeseries
def _pypsa_storage_timeseries(network, timesteps, mode=None): """ Timeseries in PyPSA compatible format for storage instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with en...
python
def _pypsa_storage_timeseries(network, timesteps, mode=None): """ Timeseries in PyPSA compatible format for storage instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with en...
Timeseries in PyPSA compatible format for storage instances Parameters ---------- network : Network The eDisGo grid topology model overall container timesteps : array_like Timesteps is an array-like object with entries of type :pandas:`pandas.Timestamp<timestamp>` specifying whi...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/tools/pypsa_io_lopf.py#L722-L764
openego/eDisGo
edisgo/grid/components.py
Load.timeseries
def timeseries(self): """ Load time series It returns the actual time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries()` looks for time series of the according sector in :class:`~.grid.network.Ti...
python
def timeseries(self): """ Load time series It returns the actual time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries()` looks for time series of the according sector in :class:`~.grid.network.Ti...
Load time series It returns the actual time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries()` looks for time series of the according sector in :class:`~.grid.network.TimeSeries` object. Returns ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L178-L234
openego/eDisGo
edisgo/grid/components.py
Load.timeseries_reactive
def timeseries_reactive(self): """ Reactive power time series in kvar. Parameters ----------- timeseries_reactive : :pandas:`pandas.Seriese<series>` Series containing reactive power in kvar. Returns ------- :pandas:`pandas.Series<series>` or ...
python
def timeseries_reactive(self): """ Reactive power time series in kvar. Parameters ----------- timeseries_reactive : :pandas:`pandas.Seriese<series>` Series containing reactive power in kvar. Returns ------- :pandas:`pandas.Series<series>` or ...
Reactive power time series in kvar. Parameters ----------- timeseries_reactive : :pandas:`pandas.Seriese<series>` Series containing reactive power in kvar. Returns ------- :pandas:`pandas.Series<series>` or None Series containing reactive power t...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L237-L285
openego/eDisGo
edisgo/grid/components.py
Load.peak_load
def peak_load(self): """ Get sectoral peak load """ peak_load = pd.Series(self.consumption).mul(pd.Series( self.grid.network.config['peakload_consumption_ratio']).astype( float), fill_value=0) return peak_load
python
def peak_load(self): """ Get sectoral peak load """ peak_load = pd.Series(self.consumption).mul(pd.Series( self.grid.network.config['peakload_consumption_ratio']).astype( float), fill_value=0) return peak_load
Get sectoral peak load
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L333-L341
openego/eDisGo
edisgo/grid/components.py
Load.power_factor
def power_factor(self): """ Power factor of load Parameters ----------- power_factor : :obj:`float` Ratio of real power to apparent power. Returns -------- :obj:`float` Ratio of real power to apparent power. If power factor is not...
python
def power_factor(self): """ Power factor of load Parameters ----------- power_factor : :obj:`float` Ratio of real power to apparent power. Returns -------- :obj:`float` Ratio of real power to apparent power. If power factor is not...
Power factor of load Parameters ----------- power_factor : :obj:`float` Ratio of real power to apparent power. Returns -------- :obj:`float` Ratio of real power to apparent power. If power factor is not set it is retrieved from the ne...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L344-L368
openego/eDisGo
edisgo/grid/components.py
Load.reactive_power_mode
def reactive_power_mode(self): """ Power factor mode of Load. This information is necessary to make the load behave in an inductive or capacitive manner. Essentially this changes the sign of the reactive power. The convention used here in a load is that: - when ...
python
def reactive_power_mode(self): """ Power factor mode of Load. This information is necessary to make the load behave in an inductive or capacitive manner. Essentially this changes the sign of the reactive power. The convention used here in a load is that: - when ...
Power factor mode of Load. This information is necessary to make the load behave in an inductive or capacitive manner. Essentially this changes the sign of the reactive power. The convention used here in a load is that: - when `reactive_power_mode` is 'inductive' then Q is posi...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L375-L410
openego/eDisGo
edisgo/grid/components.py
Generator.timeseries
def timeseries(self): """ Feed-in time series of generator It returns the actual dispatch time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries` looks for time series of the according type of tech...
python
def timeseries(self): """ Feed-in time series of generator It returns the actual dispatch time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries` looks for time series of the according type of tech...
Feed-in time series of generator It returns the actual dispatch time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries` looks for time series of the according type of technology in :class:`~.grid.network.TimeSerie...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L498-L549
openego/eDisGo
edisgo/grid/components.py
Generator.timeseries_reactive
def timeseries_reactive(self): """ Reactive power time series in kvar. Parameters ----------- timeseries_reactive : :pandas:`pandas.Seriese<series>` Series containing reactive power in kvar. Returns ------- :pandas:`pandas.Series<series>` or ...
python
def timeseries_reactive(self): """ Reactive power time series in kvar. Parameters ----------- timeseries_reactive : :pandas:`pandas.Seriese<series>` Series containing reactive power in kvar. Returns ------- :pandas:`pandas.Series<series>` or ...
Reactive power time series in kvar. Parameters ----------- timeseries_reactive : :pandas:`pandas.Seriese<series>` Series containing reactive power in kvar. Returns ------- :pandas:`pandas.Series<series>` or None Series containing reactive power t...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L552-L596
openego/eDisGo
edisgo/grid/components.py
GeneratorFluctuating.timeseries
def timeseries(self): """ Feed-in time series of generator It returns the actual time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries` looks for generation and curtailment time series of the acco...
python
def timeseries(self): """ Feed-in time series of generator It returns the actual time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries` looks for generation and curtailment time series of the acco...
Feed-in time series of generator It returns the actual time series used in power flow analysis. If :attr:`_timeseries` is not :obj:`None`, it is returned. Otherwise, :meth:`timeseries` looks for generation and curtailment time series of the according type of technology (and weather cell...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L772-L836
openego/eDisGo
edisgo/grid/components.py
GeneratorFluctuating.timeseries_reactive
def timeseries_reactive(self): """ Reactive power time series in kvar. Parameters ------- :pandas:`pandas.Series<series>` Series containing reactive power time series in kvar. Returns ---------- :pandas:`pandas.DataFrame<dataframe>` or None ...
python
def timeseries_reactive(self): """ Reactive power time series in kvar. Parameters ------- :pandas:`pandas.Series<series>` Series containing reactive power time series in kvar. Returns ---------- :pandas:`pandas.DataFrame<dataframe>` or None ...
Reactive power time series in kvar. Parameters ------- :pandas:`pandas.Series<series>` Series containing reactive power time series in kvar. Returns ---------- :pandas:`pandas.DataFrame<dataframe>` or None Series containing reactive power time se...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L839-L906
openego/eDisGo
edisgo/grid/components.py
GeneratorFluctuating.curtailment
def curtailment(self): """ Parameters ---------- curtailment_ts : :pandas:`pandas.Series<series>` See class definition for details. Returns ------- :pandas:`pandas.Series<series>` If self._curtailment is set it returns that. Otherwise, if ...
python
def curtailment(self): """ Parameters ---------- curtailment_ts : :pandas:`pandas.Series<series>` See class definition for details. Returns ------- :pandas:`pandas.Series<series>` If self._curtailment is set it returns that. Otherwise, if ...
Parameters ---------- curtailment_ts : :pandas:`pandas.Series<series>` See class definition for details. Returns ------- :pandas:`pandas.Series<series>` If self._curtailment is set it returns that. Otherwise, if curtailment in :class:`~.grid.n...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L923-L968
openego/eDisGo
edisgo/grid/components.py
Storage.timeseries
def timeseries(self): """ Time series of storage operation Parameters ---------- ts : :pandas:`pandas.DataFrame<dataframe>` DataFrame containing active power the storage is charged (negative) and discharged (positive) with (on the grid side) in kW in colu...
python
def timeseries(self): """ Time series of storage operation Parameters ---------- ts : :pandas:`pandas.DataFrame<dataframe>` DataFrame containing active power the storage is charged (negative) and discharged (positive) with (on the grid side) in kW in colu...
Time series of storage operation Parameters ---------- ts : :pandas:`pandas.DataFrame<dataframe>` DataFrame containing active power the storage is charged (negative) and discharged (positive) with (on the grid side) in kW in column 'p' and reactive power in ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L1019-L1046
openego/eDisGo
edisgo/grid/components.py
Storage.q_sign
def q_sign(self): """ Get the sign reactive power based on the :attr: `_reactive_power_mode` Returns ------- :obj: `int` : +1 or -1 """ if self.reactive_power_mode.lower() == 'inductive': return -1 elif self.reactive_power_mode.lower()...
python
def q_sign(self): """ Get the sign reactive power based on the :attr: `_reactive_power_mode` Returns ------- :obj: `int` : +1 or -1 """ if self.reactive_power_mode.lower() == 'inductive': return -1 elif self.reactive_power_mode.lower()...
Get the sign reactive power based on the :attr: `_reactive_power_mode` Returns ------- :obj: `int` : +1 or -1
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L1238-L1253
openego/eDisGo
edisgo/grid/components.py
MVDisconnectingPoint.open
def open(self): """Toggle state to open switch disconnector""" if self._state != 'open': if self._line is not None: self._state = 'open' self._nodes = self.grid.graph.nodes_from_line(self._line) self.grid.graph.remove_edge( ...
python
def open(self): """Toggle state to open switch disconnector""" if self._state != 'open': if self._line is not None: self._state = 'open' self._nodes = self.grid.graph.nodes_from_line(self._line) self.grid.graph.remove_edge( ...
Toggle state to open switch disconnector
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L1278-L1287
openego/eDisGo
edisgo/grid/components.py
MVDisconnectingPoint.close
def close(self): """Toggle state to closed switch disconnector""" self._state = 'closed' self.grid.graph.add_edge( self._nodes[0], self._nodes[1], {'line': self._line})
python
def close(self): """Toggle state to closed switch disconnector""" self._state = 'closed' self.grid.graph.add_edge( self._nodes[0], self._nodes[1], {'line': self._line})
Toggle state to closed switch disconnector
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L1289-L1293
openego/eDisGo
edisgo/grid/components.py
Line.geom
def geom(self): """Provide :shapely:`Shapely LineString object<linestrings>` geometry of :class:`Line`""" adj_nodes = self._grid._graph.nodes_from_line(self) return LineString([adj_nodes[0].geom, adj_nodes[1].geom])
python
def geom(self): """Provide :shapely:`Shapely LineString object<linestrings>` geometry of :class:`Line`""" adj_nodes = self._grid._graph.nodes_from_line(self) return LineString([adj_nodes[0].geom, adj_nodes[1].geom])
Provide :shapely:`Shapely LineString object<linestrings>` geometry of :class:`Line`
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/components.py#L1446-L1451
src-d/lookout-sdk
python/lookout/sdk/grpc/log_fields.py
wrap_context
def wrap_context(func): """Wraps the provided servicer method by passing a wrapped context The context is wrapped using `lookout.sdk.grpc.log_fields.LogFieldsContext`. :param func: the servicer method to wrap_context :returns: the wrapped servicer method """ @functools.wraps(func) def wra...
python
def wrap_context(func): """Wraps the provided servicer method by passing a wrapped context The context is wrapped using `lookout.sdk.grpc.log_fields.LogFieldsContext`. :param func: the servicer method to wrap_context :returns: the wrapped servicer method """ @functools.wraps(func) def wra...
Wraps the provided servicer method by passing a wrapped context The context is wrapped using `lookout.sdk.grpc.log_fields.LogFieldsContext`. :param func: the servicer method to wrap_context :returns: the wrapped servicer method
https://github.com/src-d/lookout-sdk/blob/2ca64a77b022864fed3bb31d12997712c7e98e6e/python/lookout/sdk/grpc/log_fields.py#L9-L22
src-d/lookout-sdk
python/lookout/sdk/grpc/log_fields.py
LogFieldsContext.add_log_fields
def add_log_fields(self, fields: Dict[str, Any]): """Add the provided log fields If a key is already present, then it is ignored. :param fields: the log fields to add """ self._log_fields.add_fields(fields)
python
def add_log_fields(self, fields: Dict[str, Any]): """Add the provided log fields If a key is already present, then it is ignored. :param fields: the log fields to add """ self._log_fields.add_fields(fields)
Add the provided log fields If a key is already present, then it is ignored. :param fields: the log fields to add
https://github.com/src-d/lookout-sdk/blob/2ca64a77b022864fed3bb31d12997712c7e98e6e/python/lookout/sdk/grpc/log_fields.py#L43-L51
src-d/lookout-sdk
python/lookout/sdk/grpc/log_fields.py
LogFieldsContext.pack_metadata
def pack_metadata(self) -> List[Tuple[str, Any]]: """Packs the log fields and the invocation metadata into a new metadata The log fields are added in the new metadata with the key `LOG_FIELDS_KEY_META`. """ metadata = [(k, v) for k, v in self._invocation_metadata.items() ...
python
def pack_metadata(self) -> List[Tuple[str, Any]]: """Packs the log fields and the invocation metadata into a new metadata The log fields are added in the new metadata with the key `LOG_FIELDS_KEY_META`. """ metadata = [(k, v) for k, v in self._invocation_metadata.items() ...
Packs the log fields and the invocation metadata into a new metadata The log fields are added in the new metadata with the key `LOG_FIELDS_KEY_META`.
https://github.com/src-d/lookout-sdk/blob/2ca64a77b022864fed3bb31d12997712c7e98e6e/python/lookout/sdk/grpc/log_fields.py#L53-L63
src-d/lookout-sdk
python/lookout/sdk/grpc/log_fields.py
LogFields.from_metadata
def from_metadata(cls, metadata: Dict[str, Any]) -> 'LogFields': """Initialize the log fields from the provided metadata The log fields are taken from the `LOG_FIELDS_KEY_META` key of the provided metadata. """ return cls(fields=json.loads(metadata.get(LOG_FIELDS_KEY_META, '{}'...
python
def from_metadata(cls, metadata: Dict[str, Any]) -> 'LogFields': """Initialize the log fields from the provided metadata The log fields are taken from the `LOG_FIELDS_KEY_META` key of the provided metadata. """ return cls(fields=json.loads(metadata.get(LOG_FIELDS_KEY_META, '{}'...
Initialize the log fields from the provided metadata The log fields are taken from the `LOG_FIELDS_KEY_META` key of the provided metadata.
https://github.com/src-d/lookout-sdk/blob/2ca64a77b022864fed3bb31d12997712c7e98e6e/python/lookout/sdk/grpc/log_fields.py#L77-L84
src-d/lookout-sdk
python/lookout/sdk/grpc/log_fields.py
LogFields.add_fields
def add_fields(self, fields): """Add the provided log fields If a key is already present, then it is ignored. :param fields: the log fields to add """ for k, v in fields.items(): if k not in self._fields: self._fields[k] = v
python
def add_fields(self, fields): """Add the provided log fields If a key is already present, then it is ignored. :param fields: the log fields to add """ for k, v in fields.items(): if k not in self._fields: self._fields[k] = v
Add the provided log fields If a key is already present, then it is ignored. :param fields: the log fields to add
https://github.com/src-d/lookout-sdk/blob/2ca64a77b022864fed3bb31d12997712c7e98e6e/python/lookout/sdk/grpc/log_fields.py#L91-L101
openego/eDisGo
edisgo/flex_opt/costs.py
grid_expansion_costs
def grid_expansion_costs(network, without_generator_import=False): """ Calculates grid expansion costs for each reinforced transformer and line in kEUR. Attributes ---------- network : :class:`~.grid.network.Network` without_generator_import : Boolean If True excludes lines that wer...
python
def grid_expansion_costs(network, without_generator_import=False): """ Calculates grid expansion costs for each reinforced transformer and line in kEUR. Attributes ---------- network : :class:`~.grid.network.Network` without_generator_import : Boolean If True excludes lines that wer...
Calculates grid expansion costs for each reinforced transformer and line in kEUR. Attributes ---------- network : :class:`~.grid.network.Network` without_generator_import : Boolean If True excludes lines that were added in the generator import to connect new generators to the grid f...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/flex_opt/costs.py#L13-L174
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.plot_mv_grid_topology
def plot_mv_grid_topology(self, technologies=False, **kwargs): """ Plots plain MV grid topology and optionally nodes by technology type (e.g. station or generator). Parameters ---------- technologies : :obj:`Boolean` If True plots stations, generators, etc. i...
python
def plot_mv_grid_topology(self, technologies=False, **kwargs): """ Plots plain MV grid topology and optionally nodes by technology type (e.g. station or generator). Parameters ---------- technologies : :obj:`Boolean` If True plots stations, generators, etc. i...
Plots plain MV grid topology and optionally nodes by technology type (e.g. station or generator). Parameters ---------- technologies : :obj:`Boolean` If True plots stations, generators, etc. in the grid in different colors. If False does not plot any nodes. Defau...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L43-L75
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.plot_mv_voltages
def plot_mv_voltages(self, **kwargs): """ Plots voltages in MV grid on grid topology plot. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None: try: v_res = self.network.results.v_res() ...
python
def plot_mv_voltages(self, **kwargs): """ Plots voltages in MV grid on grid topology plot. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None: try: v_res = self.network.results.v_res() ...
Plots voltages in MV grid on grid topology plot. For more information see :func:`edisgo.tools.plots.mv_grid_topology`.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L77-L104
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.plot_mv_line_loading
def plot_mv_line_loading(self, **kwargs): """ Plots relative line loading (current from power flow analysis to allowed current) of MV lines. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None and \ ...
python
def plot_mv_line_loading(self, **kwargs): """ Plots relative line loading (current from power flow analysis to allowed current) of MV lines. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None and \ ...
Plots relative line loading (current from power flow analysis to allowed current) of MV lines. For more information see :func:`edisgo.tools.plots.mv_grid_topology`.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L106-L140
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.plot_mv_grid_expansion_costs
def plot_mv_grid_expansion_costs(self, **kwargs): """ Plots costs per MV line. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None and \ self.network.results.grid_expansion_costs is not None: if...
python
def plot_mv_grid_expansion_costs(self, **kwargs): """ Plots costs per MV line. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None and \ self.network.results.grid_expansion_costs is not None: if...
Plots costs per MV line. For more information see :func:`edisgo.tools.plots.mv_grid_topology`.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L142-L182
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.plot_mv_storage_integration
def plot_mv_storage_integration(self, **kwargs): """ Plots storage position in MV grid of integrated storages. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None: plots.mv_grid_topology( self.n...
python
def plot_mv_storage_integration(self, **kwargs): """ Plots storage position in MV grid of integrated storages. For more information see :func:`edisgo.tools.plots.mv_grid_topology`. """ if self.network.pypsa is not None: plots.mv_grid_topology( self.n...
Plots storage position in MV grid of integrated storages. For more information see :func:`edisgo.tools.plots.mv_grid_topology`.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L184-L203
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.histogram_voltage
def histogram_voltage(self, timestep=None, title=True, **kwargs): """ Plots histogram of voltages. For more information see :func:`edisgo.tools.plots.histogram`. Parameters ---------- timestep : :pandas:`pandas.Timestamp<timestamp>` or None, optional Specifi...
python
def histogram_voltage(self, timestep=None, title=True, **kwargs): """ Plots histogram of voltages. For more information see :func:`edisgo.tools.plots.histogram`. Parameters ---------- timestep : :pandas:`pandas.Timestamp<timestamp>` or None, optional Specifi...
Plots histogram of voltages. For more information see :func:`edisgo.tools.plots.histogram`. Parameters ---------- timestep : :pandas:`pandas.Timestamp<timestamp>` or None, optional Specifies time step histogram is plotted for. If timestep is None all time steps ...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L205-L230
openego/eDisGo
edisgo/grid/network.py
EDisGoReimport.histogram_relative_line_load
def histogram_relative_line_load(self, timestep=None, title=True, voltage_level='mv_lv', **kwargs): """ Plots histogram of relative line loads. For more information see :func:`edisgo.tools.plots.histogram`. Parameters ---------- Para...
python
def histogram_relative_line_load(self, timestep=None, title=True, voltage_level='mv_lv', **kwargs): """ Plots histogram of relative line loads. For more information see :func:`edisgo.tools.plots.histogram`. Parameters ---------- Para...
Plots histogram of relative line loads. For more information see :func:`edisgo.tools.plots.histogram`. Parameters ---------- Parameters ---------- timestep : :pandas:`pandas.Timestamp<timestamp>` or None, optional Specifies time step histogram is plotted for...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L232-L294
openego/eDisGo
edisgo/grid/network.py
EDisGo.curtail
def curtail(self, methodology, curtailment_timeseries, **kwargs): """ Sets up curtailment time series. Curtailment time series are written into :class:`~.grid.network.TimeSeries`. See :class:`~.grid.network.CurtailmentControl` for more information on parameters and metho...
python
def curtail(self, methodology, curtailment_timeseries, **kwargs): """ Sets up curtailment time series. Curtailment time series are written into :class:`~.grid.network.TimeSeries`. See :class:`~.grid.network.CurtailmentControl` for more information on parameters and metho...
Sets up curtailment time series. Curtailment time series are written into :class:`~.grid.network.TimeSeries`. See :class:`~.grid.network.CurtailmentControl` for more information on parameters and methodologies.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L527-L539
openego/eDisGo
edisgo/grid/network.py
EDisGo.import_from_ding0
def import_from_ding0(self, file, **kwargs): """Import grid data from DINGO file For details see :func:`edisgo.data.import_data.import_from_ding0` """ import_from_ding0(file=file, network=self.network)
python
def import_from_ding0(self, file, **kwargs): """Import grid data from DINGO file For details see :func:`edisgo.data.import_data.import_from_ding0` """ import_from_ding0(file=file, network=self.network)
Import grid data from DINGO file For details see :func:`edisgo.data.import_data.import_from_ding0`
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L541-L548
openego/eDisGo
edisgo/grid/network.py
EDisGo.import_generators
def import_generators(self, generator_scenario=None): """Import generators For details see :func:`edisgo.data.import_data.import_generators` """ if generator_scenario: self.network.generator_scenario = generator_scenario data_source = 'oedb' import_g...
python
def import_generators(self, generator_scenario=None): """Import generators For details see :func:`edisgo.data.import_data.import_generators` """ if generator_scenario: self.network.generator_scenario = generator_scenario data_source = 'oedb' import_g...
Import generators For details see :func:`edisgo.data.import_data.import_generators`
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L550-L560
openego/eDisGo
edisgo/grid/network.py
EDisGo.analyze
def analyze(self, mode=None, timesteps=None): """Analyzes the grid by power flow analysis Analyze the grid for violations of hosting capacity. Means, perform a power flow analysis and obtain voltages at nodes (load, generator, stations/transformers and branch tees) and active/reactive p...
python
def analyze(self, mode=None, timesteps=None): """Analyzes the grid by power flow analysis Analyze the grid for violations of hosting capacity. Means, perform a power flow analysis and obtain voltages at nodes (load, generator, stations/transformers and branch tees) and active/reactive p...
Analyzes the grid by power flow analysis Analyze the grid for violations of hosting capacity. Means, perform a power flow analysis and obtain voltages at nodes (load, generator, stations/transformers and branch tees) and active/reactive power at lines. The power flow analysis c...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L562-L651
openego/eDisGo
edisgo/grid/network.py
EDisGo.analyze_lopf
def analyze_lopf(self, mode=None, timesteps=None, etrago_max_storage_size=None): """Analyzes the grid by power flow analysis Analyze the grid for violations of hosting capacity. Means, perform a power flow analysis and obtain voltages at nodes (load, generator, stat...
python
def analyze_lopf(self, mode=None, timesteps=None, etrago_max_storage_size=None): """Analyzes the grid by power flow analysis Analyze the grid for violations of hosting capacity. Means, perform a power flow analysis and obtain voltages at nodes (load, generator, stat...
Analyzes the grid by power flow analysis Analyze the grid for violations of hosting capacity. Means, perform a power flow analysis and obtain voltages at nodes (load, generator, stations/transformers and branch tees) and active/reactive power at lines. The power flow analysis c...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L653-L791
openego/eDisGo
edisgo/grid/network.py
EDisGo.reinforce
def reinforce(self, **kwargs): """ Reinforces the grid and calculates grid expansion costs. See :meth:`edisgo.flex_opt.reinforce_grid` for more information. """ results = reinforce_grid( self, max_while_iterations=kwargs.get( 'max_while_iterations', ...
python
def reinforce(self, **kwargs): """ Reinforces the grid and calculates grid expansion costs. See :meth:`edisgo.flex_opt.reinforce_grid` for more information. """ results = reinforce_grid( self, max_while_iterations=kwargs.get( 'max_while_iterations', ...
Reinforces the grid and calculates grid expansion costs. See :meth:`edisgo.flex_opt.reinforce_grid` for more information.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L793-L811
openego/eDisGo
edisgo/grid/network.py
EDisGo.integrate_storage
def integrate_storage(self, timeseries, position, **kwargs): """ Integrates storage into grid. See :class:`~.grid.network.StorageControl` for more information. """ StorageControl(edisgo=self, timeseries=timeseries, position=position, **kwargs)
python
def integrate_storage(self, timeseries, position, **kwargs): """ Integrates storage into grid. See :class:`~.grid.network.StorageControl` for more information. """ StorageControl(edisgo=self, timeseries=timeseries, position=position, **kwargs)
Integrates storage into grid. See :class:`~.grid.network.StorageControl` for more information.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L813-L821
openego/eDisGo
edisgo/grid/network.py
Network._load_equipment_data
def _load_equipment_data(self): """Load equipment data for transformers, cables etc. Returns ------- :obj:`dict` of :pandas:`pandas.DataFrame<dataframe>` """ package_path = edisgo.__path__[0] equipment_dir = self.config['system_dirs']['equipment_dir'] ...
python
def _load_equipment_data(self): """Load equipment data for transformers, cables etc. Returns ------- :obj:`dict` of :pandas:`pandas.DataFrame<dataframe>` """ package_path = edisgo.__path__[0] equipment_dir = self.config['system_dirs']['equipment_dir'] ...
Load equipment data for transformers, cables etc. Returns ------- :obj:`dict` of :pandas:`pandas.DataFrame<dataframe>`
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L868-L894
openego/eDisGo
edisgo/grid/network.py
Config._load_config
def _load_config(config_path=None): """ Load config files. Parameters ----------- config_path : None or :obj:`str` or dict See class definition for more information. Returns ------- :obj:`collections.OrderedDict` eDisGo configurat...
python
def _load_config(config_path=None): """ Load config files. Parameters ----------- config_path : None or :obj:`str` or dict See class definition for more information. Returns ------- :obj:`collections.OrderedDict` eDisGo configurat...
Load config files. Parameters ----------- config_path : None or :obj:`str` or dict See class definition for more information. Returns ------- :obj:`collections.OrderedDict` eDisGo configuration data from config files.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L1171-L1224
openego/eDisGo
edisgo/grid/network.py
TimeSeriesControl._check_timeindex
def _check_timeindex(self): """ Check function to check if all feed-in and load time series contain values for the specified time index. """ try: self.timeseries.generation_fluctuating self.timeseries.generation_dispatchable self.timeseries.lo...
python
def _check_timeindex(self): """ Check function to check if all feed-in and load time series contain values for the specified time index. """ try: self.timeseries.generation_fluctuating self.timeseries.generation_dispatchable self.timeseries.lo...
Check function to check if all feed-in and load time series contain values for the specified time index.
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L1426-L1442
openego/eDisGo
edisgo/grid/network.py
TimeSeriesControl._worst_case_generation
def _worst_case_generation(self, worst_case_scale_factors, modes): """ Define worst case generation time series for fluctuating and dispatchable generators. Parameters ---------- worst_case_scale_factors : dict Scale factors defined in config file 'config_tim...
python
def _worst_case_generation(self, worst_case_scale_factors, modes): """ Define worst case generation time series for fluctuating and dispatchable generators. Parameters ---------- worst_case_scale_factors : dict Scale factors defined in config file 'config_tim...
Define worst case generation time series for fluctuating and dispatchable generators. Parameters ---------- worst_case_scale_factors : dict Scale factors defined in config file 'config_timeseries.cfg'. Scale factors describe actual power to nominal power ratio of...
https://github.com/openego/eDisGo/blob/e6245bdaf236f9c49dbda5a18c1c458290f41e2b/edisgo/grid/network.py#L1444-L1471