Ultra-short-term wind power prediction method based on FTI-VACA-XGB model.
Shijie GuanYongsheng WangLimin LiuJing GaoZhiwei XuSijia KanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- short term
- forecasting model
- prediction model
- long term
- wind power
- short term prediction
- objective function
- arima model
- short term and long term
- bp neural network
- parameter estimation
- wind speed
- hybrid model
- motion prediction
- rbf neural network
- neural network
- power generation
- long term memory
- support vector regression
- ls svm
- load forecasting
- regression model
- genetic algorithm
- machine learning