Research on Photovoltaic Power Generation Output Forecasting Model Based on Wavelet SVM and Micrometeorological Influencing Factor Analysis.
Yiwang ZhaoShizhou SheYan ChenPeng LinJiakui ZhaoMingzhu ZhangLeilei WangWen ZhangYuxi LiuPublished in: ICIAI (2020)
Keyphrases
- factor analysis
- power generation
- short term
- wind power
- wavelet analysis
- load forecasting
- power plant
- long term
- power system
- support vector machine svm
- electricity markets
- wavelet neural network
- independent component analysis
- support vector
- production cost
- renewable energy sources
- discriminant analysis
- cluster analysis
- support vector machine
- forecasting model
- knn
- electric power systems
- feature selection
- support vector regression
- wind speed
- stochastic programming
- wind turbine
- feature extraction
- statistical tests
- matrix factorization
- electric power
- power grids
- machine learning
- rbf network
- kernel function
- training set
- radial basis function
- neural network
- ls svm
- rbf neural network
- stock market
- multistage
- back propagation
- unsupervised learning
- k nearest neighbor
- computational intelligence
- feature vectors