Climate-informed long-term forecasting of wind and photovoltaic power using a hybrid DWT–BES–CNN–LSTM model
Xingchen Wei, Xinyu Wu, Kei Yoshimura, Chuntian Cheng, Hao Huang, Zhendong Ding, Yuhang Song
Topics & Concepts
Robustness (evolution)Computer sciencePhotovoltaic systemRenewable energyWind powerGridParticle swarm optimizationConvolutional neural networkWind speedDiscrete wavelet transformWeather Research and Forecasting ModelArtificial neural networkWavelet transformWaveletSensitivity (control systems)Real-time computingClimate modelClimate changeHybrid powerEnergy (signal processing)Key (lock)Data modelingDeep learningEnvironmental scienceBoosting (machine learning)Smart gridPower (physics)Electric power systemArtificial intelligenceEfficient energy useMean squared errorData miningGradient boostingEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsElectric Power System Optimization