Wind power prediction with missing data using Gaussian process regression and multiple imputation.
Tianhong LiuHaikun WeiKanjian ZhangPublished in: Appl. Soft Comput. (2018)
Keyphrases
- multiple imputation
- missing data
- gaussian process regression
- wind power
- statistical databases
- missing values
- incomplete data
- gaussian processes
- wind speed
- imputation methods
- gaussian process
- short term
- power generation
- neuro fuzzy
- electricity markets
- wind turbine
- power plant
- forecasting model
- databases
- prediction model
- power system
- load forecasting
- long term
- machine learning
- database management systems
- feature space