Temporal aggregation of time series to identify typical hourly electricity system states: A systematic assessment of relevant cluster algorithms
Martin Kittel, Hannes Hobbie, Constantin Dierstein
Topics & Concepts
ElectricityComputer scienceRenewable energyElectric power systemAlgorithmElectricity marketCluster (spacecraft)Series (stratigraphy)Variety (cybernetics)Electricity systemSet (abstract data type)Mathematical optimizationElectricity generationData miningEngineeringPower (physics)MathematicsArtificial intelligenceBiologyQuantum mechanicsProgramming languagePaleontologyPhysicsElectrical engineeringEnergy Load and Power ForecastingIntegrated Energy Systems OptimizationElectric Power System Optimization