Ultra-short-term photovoltaic power prediction based on similar day clustering and temporal convolutional network with bidirectional long short-term memory model: A case study using DKASC data
Mingyue Zhang, Yang Han, Chaoyang Wang, Ping Yang, Congling Wang, Amr S. Zalhaf
Topics & Concepts
Term (time)Photovoltaic systemLong short term memoryCluster analysisComputer scienceShort-term memoryPower (physics)Time seriesData miningArtificial intelligenceMachine learningEngineeringArtificial neural networkRecurrent neural networkPsychologyElectrical engineeringNeuroscienceQuantum mechanicsWorking memoryPhysicsCognitionSolar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization Techniques