Statistics

Statistic functions which can be called within a pypsa.Network via n.statistics.func. For example n.statistics.capex().

Statistic methods

capex([comps, aggregate_groups, groupby, ...])	Calculate the capital expenditure of the network in given currency.
installed_capex([comps, aggregate_groups, ...])	Calculate the capital expenditure of already built components of the network in given currency.
expanded_capex([comps, aggregate_groups, ...])	Calculate the capex of expanded capacities of the network components in currency.
optimal_capacity([comps, aggregate_groups, ...])	Calculate the optimal capacity of the network components in MW.
installed_capacity([comps, ...])	Calculate the installed capacity of the network components in MW.
expanded_capacity([comps, aggregate_groups, ...])	Calculate the expanded capacity of the network components in MW.
opex([comps, aggregate_time, ...])	Calculate the operational expenditure in the network in given currency.
supply([comps, aggregate_time, ...])	Calculate the supply of components in the network.
withdrawal([comps, aggregate_time, ...])	Calculate the withdrawal of components in the network.
transmission([comps, aggregate_time, ...])	Calculate the transmission of branch components in the network.
energy_balance([comps, aggregate_time, ...])	Calculate the energy balance of components in the network.
curtailment([comps, aggregate_time, ...])	Calculate the curtailment of components in the network in MWh.
capacity_factor([comps, aggregate_time, ...])	Calculate the capacity factor of components in the network.
revenue([comps, aggregate_time, ...])	Calculate the revenue of components in the network in given currency.
market_value([comps, aggregate_time, ...])	Calculate the market value of components in the network in given currency/MWh or currency/unit_{bus_carrier} where unit_{bus_carrier} is the unit of the bus carrier.

Statistic groupers

Groupers can be used in combination with the statistic methods. For example

groupers = n.statistics.groupers
n.statistics.capex(groupby=groupers.get_carrier)

Or any other grouper could be used.

get_carrier(n, c[, nice_names])	Get the nice carrier names for a component.
get_bus_and_carrier(n, c[, port, nice_names])	Get the buses and nice carrier names for a component.
get_name_bus_and_carrier(n, c[, port, ...])	Get the name, buses and nice carrier names for a component.
get_country_and_carrier(n, c[, port, nice_names])	Get component country and carrier.
get_carrier_and_bus_carrier(n, c[, port, ...])	Get component carrier and bus carrier in one combined list.
get_bus_and_carrier_and_bus_carrier(n, c[, ...])	Get component's carrier, bus and bus carrier in one combined list.
get_bus_unit_and_carrier(n, c[, port, ...])	Get the buses and nice carrier names for a component.