Output Results¶

A map of the transmission network and the energy share of different technologies is plotted (access to internet is required to download the underlying map).

_images/oT_Plot_TechnologyEnergy_ES_MAF2030.png

Besides, the csv files used for outputting the results are briefly described in the following items.

Investment¶

File oT_Result_GenerationInvestment.csv

Identifier	Header	Description
Generator	MW	Generation investment power

File oT_Result_GenerationInvestment_PerUnit.csv

Identifier	Header	Description
Generator	MW	Generation investment power

File oT_Result_GenerationRetirement.csv

Identifier	Header	Description
Generator	MW	Generation retirement power

File oT_Result_TechnologyInvestment.csv

Identifier	Header	Description
Generator	MW	Technology investment power

File oT_Result_TechnologyRetirement.csv

Identifier	Header	Description
Generator	MW	Technology retirement power

File oT_Result_NetworkInvestment.csv

Identifier	Identifier	Identifier	Header	Description
Initial node	Final node	Circuit	p.u.	Network investment decision

File oT_Result_NetworkInvestment_MWkm.csv

Identifier	Identifier	Identifier	Header	Description
Initial node	Final node	Circuit	MW-km	Network investment

Generation operation¶

File oT_Result_GenerationCommitment.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Commitment decision [p.u.]

File oT_Result_GenerationStartUp.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Startup decision [p.u.]

File oT_Result_GenerationShutDown.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Shutdown decision [p.u.]

File oT_Result_GenerationReserveUp.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Upward operating reserve of each generator [MW]

File oT_Result_GenerationReserveDown.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Downward operating reserve of each generator [MW]

File oT_Result_GenerationOutput.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Output (discharge in ESS) [MW]

File oT_Result_NetDemand.csv

Identifier	Identifier	Identifier	Description
Scenario	Period	Load level	Net demand (demand - VRE) [MW]

File oT_Result_GenerationSurplus.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Power surplus [MW]

File oT_Result_GenerationRampUpSurplus.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Upward ramp surplus [MW]

File oT_Result_GenerationRampDwSurplus.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Downward ramp surplus [MW]

File oT_Result_GenerationCurtailment.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	VRES Generator	Curtailed power of VRES [MW]

File oT_Result_GenerationCurtailmentEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	VRES Generator	Curtailed energy of VRES [GWh]

File oT_Result_GenerationCurtailmentEnergyRelative.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	VRES Generator	Percentage of energy curtailed of VRES [%]

File oT_Result_GenerationEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Energy (discharge in ESS) [GWh]

File oT_Result_GenerationEmission.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	CO2 emission [Mt CO2]

File oT_Result_GenerationIncrementalEmission.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Emission rate of the generators with power surplus, except the ESS [tCO2/MWh]

File oT_Result_TechnologyOutput.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Output (discharge in ESS) [MW]

File oT_Result_TechnologyCharge.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Consumption (charge in ESS) [MW]

File oT_Result_TechnologyCurtailmentEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Curtailed energy of VRES [GWh]

File oT_Result_TechnologyCurtailmentEnergyRelative.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Percentage of energy curtailed of VRES [%]

File oT_Result_TechnologyEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Energy (discharge in ESS) [GWh]

File oT_Result_TechnologyEnergy_AreaName.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Energy (discharge in ESS) per area [GWh]

File oT_Result_TechnologyEmission.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	CO2 emission [Mt CO2]

File oT_Result_TechnologyEmission_AreaName.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	CO2 emission per area [Mt CO2]

File oT_Result_TechnologyReserveUp.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Upward operating reserve [MW]

File oT_Result_TechnologyReserveDown.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Downward operating reserve [MW]

File oT_Result_TechnologySpillageRelative.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Spilled energy in ESS wrt the inflows [%]

ESS operation¶

File oT_Result_ChargeOutput.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Charged power in ESS [MW]

File oT_Result_ChargeEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Charged energy in ESS [GWh]

File oT_Result_ChargeReserveUp.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Upward operating reserve of each pump/charge [MW]

File oT_Result_ChargeReserveDown.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Downward operating reserve of each pump/charge [MW]

File oT_Result_GenerationOutflows.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Outflows power in ESS [MW]

File oT_Result_GenerationOutflowsEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Outflows energy in ESS [GWh]

File oT_Result_TechnologyOutputESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Charged power in ESS [MW]

File oT_Result_TechnologyEnergyESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Energy (charge in ESS) [GWh]

File oT_Result_TechnologyEnergyESS_AreaName.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Energy (charge in ESS) per area [GWh]

File oT_Result_TechnologyOutflows.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Outflows power in ESS [MW]

File oT_Result_TechnologyOutflowsEnergy.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Energy (Outflows in ESS) [GWh]

File oT_Result_TechnologyReserveUpESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Upward operating reserve [MW]

File oT_Result_TechnologyReserveDownESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Downward operating reserve [MW]

File oT_Result_GenerationInventory.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Stored energy (SoC in batteries, reservoir energy in pumped-hydro storage power plants) [GWh]

File oT_Result_GenerationSpillage.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Spilled energy in ESS [GWh]

File oT_Result_GenerationSpillageRelative.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Spilled energy in ESS wrt the inflows [%]

Network operation¶

File oT_Result_NetworkCommitment.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Commitment decision [p.u.]

File oT_Result_NetworkSwitchOn.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Switch on decision [p.u.]

File oT_Result_NetworkSwitchOff.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Switch off decision [p.u.]

File oT_Result_NetworkFlow.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Line flow [MW]

File oT_Result_NetworkEnergyTransport.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Energy transported [GWh-km]

File oT_Result_NetworkUtilization.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Line utilization (i.e., ratio between flow and capacity) [p.u.]

File oT_Result_NetworkLosses.csv

Identifier	Identifier	Identifier	Header	Header	Header	Description
Scenario	Period	Load level	Initial node	Final node	Circuit	Line losses [MW]

File oT_Result_NetworkAngle.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Node	Voltage angle [rad]

File oT_Result_NetworkNetDemand.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Node	Net demand (demand - VRE) [MW]

File oT_Result_NetworkPNS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Node	Power not served by node [MW]

File oT_Result_NetworkENS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Node	Energy not served by node [GWh]

Marginal information¶

File oT_Result_MarginalReserveMargin.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Area	Marginal of the reserve margin [€/MW]

File oT_Result_MarginalIncrementalVariableCost.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Variable cost (fuel+O&M+emission) of the generators with power surplus, except the ESS [€/MWh]

File oT_Result_MarginalIncrementalGenerator.csv

Identifier	Identifier	Identifier	Description
Scenario	Period	Load level	Generator with power surplus, except the ESS, and with the lowest variable cost (fuel+O&M+emission)

File oT_Result_NetworkSRMC.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Node	Locational Short-Run Marginal Cost [€/MWh]

These marginal costs are obtained after fixing the binary and continuous investment decisions and the binary operation decisions to their optimal values. Remember that binary decisions are not affected by marginal changes.

File oT_Result_MarginalWaterValue.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Energy inflow value [€/MWh]

File oT_Result_MarginalOperatingReserveUp.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Area	Marginal of the upward operating reserve [€/MW]

File oT_Result_MarginalOperatingReserveDown.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Area	Marginal of the downward operating reserve [€/MW]

File oT_Result_NetworkInvestment_ReducedCost.csv

Identifier	Identifier	Identifier	Description
Initial node	Final node	Circuit	Reduced costs of network investment decisions [M€]

File oT_Result_NetworkCommitment_ReducedCost.csv

Identifier	Identifier	Identifier	Description
Initial node	Final node	Circuit	Reduced costs of network switching decisions [M€]

Economic¶

File oT_Result_CostSummary.csv

Identifier	Description
Cost type	Type of cost [M€]

File oT_Result_CostSummary_AreaName.csv

Identifier	Header	Description
Cost type	Area	Type of cost per area [M€]

File oT_Result_CostRecovery.csv

Identifier	Description
Cost type	Revenues and investment costs [M€]

File oT_Result_KPIsSummary.csv

Identifier	Description
KPI	Different KPIs

File oT_Result_TechnologyLCOE.csv

Identifier

Description

Technology

Levelized Cost of Energy [EUR/MWh]

File oT_Result_GenerationCostOandM.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	O&M cost for the generation [M€]

File oT_Result_GenerationCostOperation.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Operation cost for the generation [M€]

File oT_Result_ChargeCostOperation.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Pump	Operation cost for the consumption [M€]

File oT_Result_GenerationCostOperReserve.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Operation reserve cost for the generation [M€]

File oT_Result_ChargeCostOperReserve.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Pump	Operation reserve cost for the consumption [M€]

File oT_Result_GenerationCostEmission.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Emission cost for the generation [M€]

File oT_Result_NetworkCostENS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Node	Reliability cost (cost of the ENS) [M€]

File oT_Result_RevenueEnergyGeneration.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Operation revenues for the generation [M€]

File oT_Result_RevenueEnergyCharge.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	ESS Generator	Operation revenues for the consumption/charge [M€]

File oT_Result_RevenueOperatingReserveUp.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Operation revenues from the upward operating reserve [M€]

File oT_Result_RevenueOperatingReserveUpESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	ESS Generator	Operation revenues from the upward operating reserve [M€]

File oT_Result_RevenueOperatingReserveDw.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Generator	Operation revenues from the downward operating reserve [M€]

File oT_Result_RevenueOperatingReserveDwESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	ESS Generator	Operation revenues from the downward operating reserve [M€]

Flexibility¶

File oT_Result_FlexibilityDemand.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Demand	Demand variation wrt its mean value [MW]

File oT_Result_FlexibilityPNS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	PNS	Power not served variation wrt its mean value [MW]

File oT_Result_FlexibilityTechnology.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Technology variation wrt its mean value [MW]

File oT_Result_FlexibilityTechnologyESS.csv

Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	ESS Technology variation wrt its mean value [MW]

Balance¶

File oT_Result_BalanceEnergy.csv

Identifier	Identifier	Identifier	Identifier	Header	Description
Scenario	Period	Load level	Technology	Nodes	Generation, consumption, flows, losses and demand [GWh]