Comparative Analysis of Wind Speed Forecasting Using LSTM and SVM.
Satyam GangwarVikram BaliAjay KumarPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2020)
Keyphrases
- comparative analysis
- wind speed
- wind power
- short term
- support vector
- support vector machine svm
- long term
- forecasting model
- meteorological data
- support vector machine
- forecasting accuracy
- short term prediction
- knn
- wind farm
- wind turbine
- feature selection
- multi class
- support vector regression
- weather conditions
- svm classifier
- power plant
- fusion scheme
- semi quantitative
- wavelet support vector machine
- machine learning
- feature vectors
- training set
- recurrent neural networks
- kernel function
- arima model
- power generation
- generalization ability
- load forecasting
- ls svm
- network model
- neuro fuzzy
- radial basis function
- decision support system
- artificial neural networks
- feature space
- pattern recognition
- genetic algorithm