Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants
Stéfano Frizzo Stefenon, Laio Oriel Seman, Evandro Cardozo da Silva, Erlon Cristian Finardi, Leandro dos Santos Coelho, Viviana Cocco Mariani
Topics & Concepts
HydroelectricityWaveletTerm (time)Convolutional neural networkComputer scienceTime seriesLong short term memoryShort-term memoryLong memorySeries (stratigraphy)Wavelet transformArtificial neural networkRecurrent neural networkArtificial intelligenceEngineeringMachine learningEconometricsElectrical engineeringMathematicsWorking memoryGeologyCognitionPsychologyQuantum mechanicsPhysicsPaleontologyVolatility (finance)NeuroscienceEnergy Load and Power ForecastingHydrological Forecasting Using AIReservoir Engineering and Simulation Methods