TS_XGB: Ultra-Short-Term Wind Power Forecasting Method Based on Fusion of Time-Spatial Data and XGBoost Algorithm.
Jiading JiangFeng WangRui TangLingling ZhangXin XuPublished in: ITQM (2021)
Keyphrases
- short term
- long term
- spatial data
- wind power
- forecasting model
- improved algorithm
- optimization algorithm
- clustering method
- arima model
- convergence rate
- support vector machine svm
- learning algorithm
- wind speed
- model selection
- power generation
- load forecasting
- medium term
- rbf neural network
- spatial databases
- tree structure
- data fusion
- data analysis
- optimal solution