A Multi-Source Wind Speed Fusion Method for Wind Power Prediction Based on kNN-SVR.
Jianqi AnZhangbing ChenMin WuJinhua SheMin DingPublished in: IECON (2018)
Keyphrases
- association rules
- wind speed
- multi source
- knn
- fusion method
- wind power
- information fusion
- data fusion
- k nearest neighbor
- short term prediction
- short term
- support vector regression
- support vector machine svm
- support vector machine
- nearest neighbor
- knowledge discovery
- wind farm
- multi sensor
- wind turbine
- feature selection
- power generation
- load forecasting
- power plant
- long term
- regression model
- forecasting model
- neural network
- similarity search
- neuro fuzzy
- image fusion
- multiple sources
- prediction model
- data model
- genetic algorithm
- soft computing
- kernel function