Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation
Bo Gu, Tianren Zhang, Hang Meng, Jinhua Zhang
Topics & Concepts
Kernel density estimationArtificial neural networkWind powerParametric statisticsComputer scienceTime seriesTerm (time)Entropy (arrow of time)Wind power forecastingElectric power systemParticle swarm optimizationMathematical optimizationMathematicsAlgorithmPower (physics)StatisticsEngineeringArtificial intelligenceMachine learningQuantum mechanicsElectrical engineeringEstimatorPhysicsEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsElectric Power System Optimization