Interpolating high granularity solar generation and load consumption data using super resolution generative adversarial network
Rui Tang, Jonathon Dore, Jin Ma, Philip H. W. Leong
Topics & Concepts
SizingPhotovoltaic systemGranularityInterpolation (computer graphics)Computer scienceLoad profileBattery (electricity)Temporal resolutionReal-time computingMean squared errorReliability engineeringElectricityData miningPower (physics)StatisticsEngineeringMathematicsArtificial intelligenceQuantum mechanicsPhysicsOperating systemMotion (physics)Visual artsArtElectrical engineeringEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization Techniques