.. note:: This page is generated from inline documentation in ``MESSAGE/parameter_def.gms``. .. _parameter_def: Parameter definition ==================== This file contains the definition of all parameters used in |MESSAGEix|. In |MESSAGEix|, all parameters are understood as yearly values, not as per (multi-year) period. This provides flexibility when changing the resolution of the model horizon (i.e., the set ``year``). .. _section_parameter_general: .. _duration_time_rel: General parameters of the |MESSAGEix| implementation ---------------------------------------------------- .. caution:: Parameters written in **bold** are auxiliary parameters that are either generated automatically when exporting a :class:`message_ix.Scenario` to gdx or that are computed during the *pre-processing* stage in GAMS (see the footnotes for more individual details). These are **not** meant to be edited through the API when editing scenarios. .. list-table:: :widths: 25 20 55 :header-rows: 1 * - Parameter name - Index dimensions - Explanatory comments * - interestrate - ``year`` - Economy-wide interest rate or social discount rate * - duration_time - ``time`` - Duration of sub-annual time slices (relative to 1) [#duration_time_year]_ * - **duration_period** (:math:`|y|`) [#short_dur]_ - ``year`` - Duration of multi-year period (in number of years) [#year_auto]_ * - **duration_period_sum** - ``year`` | ``year`` - Number of years between two periods [#df_auto]_ * - **duration_time_rel** - ``time`` | ``time`` - Relative duration between sub-annual time slices [#df_auto]_ * - **df_period** - ``year`` - Cumulative discount factor over period duration [#df_auto]_ * - **df_year** - ``year`` - Discount factor of the last year in the period [#df_auto]_ .. [#duration_time_year] The element 'Year' in the set of subannual time slices ``time`` has the value of 1. This value is assigned by default when creating a new :class:`ixmp.Scenario` based on the ``MESSAGE`` scheme. .. [#short_dur] The short-hand notation :math:`|y|` is used for the parameters :math:`\text{duration_period}_y` in the mathematical model documentation for exponents. .. [#year_auto] The values for this parameter are computed automatically when exporting a ``MESSAGE``-scheme :class:`ixmp.Scenario` to gdx. Note that in |MESSAGEix|, the elements of the ``year`` set are understood to be the last year in a period. See :doc:`/time`. .. [#df_auto] These parameters are computed during the GAMS execution. .. _section_parameter_resources: Parameters of the `Resources` section ------------------------------------- In |MESSAGEix|, the volume of resources at the start of the model horizon is defined by ``resource_volume``. The quantity of the resources that are extracted per year is dependent on two parameters. The first is ``bound_extraction_up``, which constraints the maximum extraction of the resources (by grade) in a year. The second is ``resource_remaining``, which is the maximum extraction of the remaining resources in a certain year, as a percentage. Extraction costs for resources are represented by ``resource_cost`` parameter. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - resource_volume - ``node`` | ``commodity`` | ``grade`` * - resource_cost - ``node`` | ``commodity`` | ``grade`` | ``year`` * - resource_remaining - ``node`` | ``commodity`` | ``grade`` | ``year`` * - bound_extraction_up - ``node`` | ``commodity`` | ``level`` | ``year`` * - commodity_stock [#stock]_ - ``node`` | ``commodity`` | ``level`` | ``year`` * - historical_extraction [#hist]_ - ``node`` | ``commodity`` | ``grade`` | ``year`` .. [#stock] Commodity stock refers to an exogenous (initial) quantity of commodity in stock. This parameter allows (exogenous) additions to the commodity stock over the model horizon, e.g., precipitation that replenishes the water table. .. [#hist] Historical values of new capacity and activity can be used for parametrising the vintage structure of existing capacity and implement dynamic constraints in the first model period. .. _section_parameter_demand: Parameters of the `Demand` section ---------------------------------- .. list-table:: :widths: 30 70 :header-rows: 1 * - Parameter name - Index dimensions * - demand [demand_fixed] [#demand]_ - ``node`` | ``commodity`` | ``level`` | ``year`` | ``time`` * - peak_load_factor [#peakload]_ - ``node`` | ``commodity`` | ``year`` .. [#demand] The parameter ``demand`` in a ``MESSAGE``-scheme ``ixmp.Scenario`` is translated to the parameter ``demand_fixed`` in the |MESSAGEix| implementation in GAMS. The variable ``DEMAND`` is introduced as an auxiliary reporting variable; it equals ``demand_fixed`` in a `MESSAGE`-standalone run and reports the final demand including the price response in an iterative `MESSAGE-MACRO` solution. .. [#peakload] The parameters ``peak_load_factor`` (maximum peak load factor for reliability constraint of firm capacity) and ``reliability_factor`` (reliability of a technology (per rating)) are based on the formulation proposed by Sullivan et al., 2013 :cite:`Sullivan-2013`. It is used in :ref:`reliability_constraint`. .. _params-tech: Parameters of the `Technology` section -------------------------------------- Input/output mapping, costs and engineering specifications ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. list-table:: :widths: 25 60 :header-rows: 1 * - Parameter name - Index dimensions * - input [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``node_origin`` | ``commodity`` | ``level`` | ``time`` | ``time_origin`` * - output [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``node_dest`` | ``commodity`` | ``level`` | ``time`` | ``time_dest`` * - inv_cost [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` * - fix_cost [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` * - var_cost [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``time`` * - levelized_cost [#levelizedcost]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``time`` * - construction_time [#construction]_ - ``node_loc`` | ``tec`` | ``year_vtg`` * - technical_lifetime - ``node_loc`` | ``tec`` | ``year_vtg`` * - capacity_factor [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``time`` * - operation_factor [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` * - min_utilization_factor [#tecvintage]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` * - rating_bin [#rating]_ - ``node`` | ``tec`` | ``year_act`` | ``commodity`` | ``level`` | ``time`` | ``rating`` * - reliability_factor [#peakload]_ - ``node`` | ``tec`` | ``year_act`` | ``commodity`` | ``level`` | ``time`` | ``rating`` * - flexibility_factor [#flexfactor]_ - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``commodity`` | ``level`` | ``time`` | ``rating`` * - renewable_capacity_factor [#renewables]_ - ``node_loc`` | ``commodity`` | ``grade`` | ``level`` | ``year`` * - renewable_potential [#renewables]_ - ``node`` | ``commodity`` | ``grade`` | ``level`` | ``year`` * - emission_factor - ``node_loc`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``emission`` .. [#tecvintage] Fixed and variable cost parameters and technical specifications are indexed over both the year of construction (vintage) and the year of operation (actual). This allows to represent changing technology characteristics depending on the age of the plant. .. [#levelizedcost] The parameter ``levelized_cost`` is computed in the GAMS pre-processing under the assumption of full capacity utilization until the end of the technical lifetime. As these are calculated in the preprocessing, the reported ``levelized_cost`` in the output GDX-file exclude fuel costs. .. [#construction] The construction time only has an effect on the investment costs; in |MESSAGEix|, each unit of new-built capacity is available instantaneously at the beginning of the model period. .. [#rating] Maximum share of technology in commodity use per rating. The upper bound of a contribution by any technology to the constraints on system reliability (:ref:`reliability_constraint`) and flexibility (:ref:`flexibility_constraint`) can depend on the share of the technology output in the total commodity use at a specific level. .. [#flexfactor] Contribution of technologies towards operation flexibility constraint. It is used in :ref:`flexibility_constraint`. .. [#renewables] ``renewable_capacity_factor`` refers to the quality of renewable potential by grade and ``renewable_potential`` refers to the size of the renewable potential per grade. .. _section_parameter_bounds: Bounds on capacity and activity ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ The following parameters specify upper and lower bounds on new capacity, total installed capacity, and activity. The bounds on activity are implemented as the aggregate over all vintages in a specific period (:ref:`activity_bound_up` and :ref:`activity_bound_lo`). .. list-table:: :widths: 25 60 :header-rows: 1 * - Parameter name - Index names * - bound_new_capacity_up - ``node_loc`` | ``tec`` | ``year_vtg`` * - bound_new_capacity_lo - ``node_loc`` | ``tec`` | ``year_vtg`` * - bound_total_capacity_up - ``node_loc`` | ``tec`` | ``year_act`` * - bound_total_capacity_lo - ``node_loc`` | ``tec`` | ``year_act`` * - bound_activity_up - ``node_loc`` | ``tec`` | ``year_act`` | ``mode`` | ``time`` * - bound_activity_lo - ``node_loc`` | ``tec`` | ``year_act`` | ``mode`` | ``time`` .. _section_parameter_dynamic_constraints: Dynamic constraints on new capacity and activity ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ These parameters are used in the :ref:`dynamic constraint equations ` to limit the growth (or decline) of activity or of new capacity in each period, relative to the preceding period. The ``soft_`` parameters control ‘soft’ relaxation of these dynamic constraints, using the method of Keppo and Strubegger (2010) :cite:`Keppo-2010`. The ``growth_`` and ``soft_`` parameters are expressed as *relative annual change* and are unitless. Because these are annual values, are compounded in the :ref:`constraint equations ` by ``duration_period`` (:math:`|y|`) to obtain the relative *inter-period* change. **Example:** a value of 0.05 for ``growth_activity_up`` sets an upper bound of :math:`1 + 0.05 = 105\%` activity in one year relative to activity in the preceding year. In a period with duration :math:`|y| = 5 \text{ years}`, the activity in the :doc:`representative year ` is bounded at :math:`(1.05)^5 = 128\%` of the activity in the representative year of the preceding period. Because these parameters do not have a ``mode`` (:math:`m`) dimension, they cannot be used to constraint the activity/new capacity of *single modes* of technologies; only the total across all modes. .. list-table:: :widths: 30 70 :header-rows: 1 * - Parameter name - Index names * - initial_new_capacity_up - ``node_loc`` | ``tec`` | ``year_vtg`` * - growth_new_capacity_up - ``node_loc`` | ``tec`` | ``year_vtg`` * - soft_new_capacity_up - ``node_loc`` | ``tec`` | ``year_vtg`` * - initial_new_capacity_lo - ``node_loc`` | ``tec`` | ``year_vtg`` * - growth_new_capacity_lo - ``node_loc`` | ``tec`` | ``year_vtg`` * - soft_new_capacity_lo - ``node_loc`` | ``tec`` | ``year_vtg`` * - initial_activity_up - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - growth_activity_up - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - soft_activity_up - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - initial_activity_lo - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - growth_activity_lo - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - soft_activity_lo - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` .. _section_parameter_addon: Parameters for the add-on technologies ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ The implementation of |MESSAGEix| includes the functionality to introduce "add-on technologies" that are specifically linked to parent technologies. This feature can be used to model mitigation options (scrubber, cooling). Upper and lower bounds of add-on technologies are defined relative to the parent: ``addon_up`` and ``addon_lo``, respectively. .. note:: No default ``addon_conversion`` factor (conversion factor between add-on and parent technology activity) is set. This is to avoid default conversion factors of 1 being set for technologies with multiple modes, of which only a single mode should be linked to the add-on technology. .. list-table:: :widths: 20 80 :header-rows: 1 * - Parameter name - Index names * - addon_conversion - ``node`` | ``tec`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``time`` | ``type_addon`` * - addon_up - ``node`` | ``tec`` | ``year_act`` | ``mode`` | ``time`` | ``type_addon`` * - addon_lo - ``node`` | ``tec`` | ``year_act`` | ``mode`` | ``time`` | ``type_addon`` .. _section_parameter_storage: Parameters for representing storage solutions ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ The |MESSAGEix| formulation includes "storage" solutions to model sub-annual, inter-temporal storage of commodities in each period. This feature can be used to model electricity storage (pumped hydro, batteries, compressed air energy storage, etc.), thermal energy storage, demand side management, and in general any technology for storing commodities (gas, hydrogen, water, etc.) over sub-annual timesteps. The user defines the chronological order of sub-annual time slices by assigning a number to them in parameter ``time_order``. This order is used by storage equations to shift the stored commodity in a correct timeline, e.g., from Jan through to Dec, and not vice versa. The last sub-annual time slice is linked to the first one to close the loop of the year. Parameter ``storage_initial`` is to set an initial amount for the content of storage in any desirable time slice (optionally). This initial value is a cost-free stored media that storage can discharge in the same or following time slices. ``storage_self_discharge`` represents the self-discharge (loss) of storage as % of the level of stored media in each time slice. This allows to model time-related losses in storage separately, in addition to charging and discharging losses. .. list-table:: :widths: 20 80 :header-rows: 1 * - Parameter name - Index names * - storage_initial - ``node`` | ``tec`` | ``level`` | ``commodity`` | ``year_act`` | ``time`` * - storage_self_discharge - ``node`` | ``tec`` | ``level`` | ``commodity`` | ``year_act`` | ``time`` * - time_order - ``lvl_temporal`` | ``time`` .. _section_parameter_soft_constraints: Cost parameters for 'soft' relaxations of dynamic constraints ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ The implementation of |MESSAGEix| includes the functionality for 'soft' relaxations of dynamic constraints on new-built capacity and activity (see Keppo and Strubegger, 2010 :cite:`Keppo-2010`). Refer to the section :ref:`dynamic_constraints`. Absolute cost and levelized cost multipliers are used for the relaxation of upper and lower bounds. .. list-table:: :widths: 20 80 :header-rows: 1 * - Parameter name - Index names * - abs_cost_new_capacity_soft_up - ``node_loc`` | ``tec`` | ``year_vtg`` * - abs_cost_new_capacity_soft_lo - ``node_loc`` | ``tec`` | ``year_vtg`` * - level_cost_new_capacity_soft_up - ``node_loc`` | ``tec`` | ``year_vtg`` * - level_cost_new_capacity_soft_lo - ``node_loc`` | ``tec`` | ``year_vtg`` * - abs_cost_activity_soft_up - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - abs_cost_activity_soft_lo - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - level_cost_activity_soft_up - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` * - level_cost_activity_soft_lo - ``node_loc`` | ``tec`` | ``year_act`` | ``time`` .. _section_parameter_historical: Historical capacity and activity values ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ To model the transition of an energy system, the initial energy system with its energy mix needs to be defined first. The historical activity and the historical new capacity do this. These parameters have to be defined in order to limit the capacity in the first model period. Historical data on new capacity and activity levels are therefore included in |MESSAGEix| for correct accounting of the vintage portfolio and a seamless implementation of dynamic constraints from historical years to model periods. .. list-table:: :widths: 35 65 :header-rows: 1 * - Parameter name - Index names * - historical_new_capacity [#hist]_ - ``node_loc`` | ``tec`` | ``year_vtg`` * - historical_activity [#hist]_ - ``node_loc`` | ``tec`` | ``year_act`` | ``mode`` | ``time`` The activity in the historic period can be defined with .. math:: \sum_{m} \text{ACT}_{n,t,y^V,y,m,h} \leq \text{duration_time}_{h} \cdot \text{capacity_factor}_{n,t,y^V,y,h} \\ \cdot \text{CAP}_{n,t,y^V,y} \quad t \ \in \ T^{\text{INV}} and the historical new capacity with .. math:: \text{CAP_NEW}_{n,t,y^V} = \frac{\text{CAP}_{n,t,y^V,y}}{\text{duration_period}_{y}} Both equations are equally valid for model periods. However, to calculate ``historical_new_capacity`` and ``historical_activity`` all parameters must describe the historic period. The ``duration_period`` of the first period (historic period) is set to the value that appears most frequently in the model. If, for example, the majority of periods in the model consists of 10 years, the ``duration_period`` of the first period is likewise 10 years. .. _section_parameter_investment: Auxiliary investment cost parameters and multipliers ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Auxiliary investment cost parameters include the remaining technical lifetime at the end of model horizon (``beyond_horizon_lifetime``) in addition to the different scaling factors and multipliers as listed below. These factors account for remaining capacity (``remaining_capacity``) or construction time of new capacity (``construction_time_factor``), the value of investment at the end of model horizon (``end_of_horizon_factor``) or the discount factor of remaining lifetime beyond model horizon (``beyond_horizon_factor``). .. list-table:: :widths: 35 50 :header-rows: 1 * - Parameter name - Index names * - construction_time_factor - ``node`` | ``tec`` | ``year`` * - remaining_capacity - ``node`` | ``tec`` | ``year`` * - end_of_horizon_factor - ``node`` | ``tec`` | ``year`` * - beyond_horizon_lifetime - ``node`` | ``tec`` | ``year`` * - beyond_horizon_factor - ``node`` | ``tec`` | ``year`` .. _section_parameter_emissions: Parameters of the `Emission` section ------------------------------------ The implementation of |MESSAGEix| includes a flexible and versatile accounting of emissions across different categories and species, with the option to define upper bounds and taxes on various (aggregates of) emissions and pollutants, (sets of) technologies, and (sets of) years. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - historical_emission [#hist]_ - ``node`` | ``emission`` | ``type_tec`` | ``year`` * - emission_scaling [#em_scaling]_ - ``type_emission`` | ``emission`` * - bound_emission - ``node`` | ``type_emission`` | ``type_tec`` | ``type_year`` * - tax_emission - ``node`` | ``type_emission`` | ``type_tec`` | ``type_year`` .. [#em_scaling] The parameter ``emission_scaling`` is the scaling factor to harmonize bounds or taxes across types of emissions. It allows to efficiently aggregate different emissions/pollutants and set bounds or taxes on various categories. .. _section_parameter_landuse_emulator: Parameters of the `Land-Use model emulator` section --------------------------------------------------- The implementation of |MESSAGEix| includes a land-use model emulator, which draws on exogenous land-use scenarios (provided by another model) to derive supply of commodities (e.g., biomass) and emissions from agriculture and forestry. The parameters listed below refer to the assigned land scenario. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - historical_land [#hist]_ - ``node`` | ``land_scenario`` | ``year`` * - land_cost - ``node`` | ``land_scenario`` | ``year`` * - land_input - ``node`` | ``land_scenario`` | ``year`` | ``commodity`` | ``level`` | ``time`` * - land_output - ``node`` | ``land_scenario`` | ``year`` | ``commodity`` | ``level`` | ``time`` * - land_use - ``node`` | ``land_scenario`` | ``year`` | ``land_type`` * - land_emission - ``node`` | ``land_scenario`` | ``year`` | ``emission`` * - initial_land_scen_up - ``node`` | ``land_scenario`` | ``year`` * - growth_land_scen_up - ``node`` | ``land_scenario`` | ``year`` * - initial_land_scen_lo - ``node`` | ``land_scenario`` | ``year`` * - growth_land_scen_lo - ``node`` | ``land_scenario`` | ``year`` * - initial_land_up - ``node`` | ``year`` | ``land_type`` * - dynamic_land_up - ``node`` | ``land_scenario`` | ``year`` | ``land_type`` * - growth_land_up - ``node`` | ``year`` | ``land_type`` * - initial_land_lo - ``node`` | ``year`` | ``land_type`` * - dynamic_land_lo - ``node`` | ``land_scenario`` | ``year`` | ``land_type`` * - growth_land_lo - ``node`` | ``year`` | ``land_type`` .. _section_parameter_share_constraints: Parameters of the `Share Constraints` section --------------------------------------------- Share constraints define the share of a given commodity/mode to be active on a certain level. For the mathematical formulation, refer to :ref:`share_constraints`. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - share_commodity_up - ``shares`` | ``node_share`` | ``year_act`` | ``time`` * - share_commodity_lo - ``shares`` | ``node`` | ``year_act`` | ``time`` * - share_mode_up - ``shares`` | ``node_loc`` | ``technology`` | ``mode`` | ``year_act`` | ``time`` * - share_mode_lo - ``shares`` | ``node_loc`` | ``technology`` | ``mode`` | ``year_act`` | ``time`` .. _section_parameter_generic_relations: Parameters of the `Relations` section ------------------------------------- Generic linear relations are implemented in |MESSAGEix|. This feature is intended for development and testing only - all new features should be implemented as specific new mathematical formulations and associated *sets* & *parameters*. For the formulation of the relations, refer to :ref:`section_of_generic_relations`. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - relation_upper - ``relation`` | ``node_rel`` | ``year_rel`` * - relation_lower - ``relation`` | ``node_rel`` | ``year_rel`` * - relation_cost - ``relation`` | ``node_rel`` | ``year_rel`` * - relation_new_capacity - ``relation`` | ``node_rel`` | ``year_rel`` | ``tec`` * - relation_total_capacity - ``relation`` | ``node_rel`` | ``year_rel`` | ``tec`` * - relation_activity - ``relation`` | ``node_rel`` | ``year_rel`` | ``node_loc`` | ``tec`` | ``year_act`` | ``mode`` .. _section_parameter_fixed: Fixed variable values --------------------- The following parameters allow to set variable values to a specific value. The value is usually taken from a solution of another model instance (e.g., scenarios where a shock sets in later to mimic imperfect foresight). The fixed values do not override any upper or lower bounds that may be defined, so fixing variables to values outside of that range will yield an infeasible model. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - fixed_extraction - ``node`` | ``commodity`` | ``grade`` | ``year`` * - fixed_stock - ``node`` | ``commodity`` | ``level`` | ``year`` * - fixed_new_capacity - ``node`` | ``technology`` | ``year_vtg`` * - fixed_capacity - ``node`` | ``technology`` | ``year_vtg`` | ``year_act`` * - fixed_activity - ``node`` | ``technology`` | ``year_vtg`` | ``year_act`` | ``mode`` | ``time`` * - fixed_land - ``node`` | ``land_scenario`` | ``year`` Note that the variable :math:`\text{STOCK_CHG}` is determined implicitly by the :math:`\text{STOCK}` variable and therefore does not need to be explicitly fixed. .. _section_parameter_auxiliary_reporting: Auxiliary reporting parameters ------------------------------ The following parameters are used for reporting (post-processing) solved models. They assign monetary value to the `net` total system costs from trading and emission taxes (``total_cost``). Morevoer, they also assign a value to the `total` trade of commodities (the difference between the revenues from exports and the costs of imports, ``trade_cost``) and to the costs from importing (``import_cost``) and the revenues from exporting (``export_cost``) in each node and year. .. list-table:: :widths: 25 75 :header-rows: 1 * - Parameter name - Index dimensions * - total_cost - ``node`` | ``year`` * - trade_cost - ``node`` | ``year`` * - import_cost - ``node`` | ``commodity`` | ``year`` * - export_cost - ``node`` | ``commodity`` | ``year``