Prediction of Lithium battery remaining life based on fuzzy least square support vector regression.
Jing WanQingdong LiPublished in: ICNC (2013)
Keyphrases
- support vector regression
- least squares
- singular spectrum analysis
- electric vehicles
- load forecasting
- regression model
- forecasting accuracy
- hybrid model
- support vector
- prediction model
- kernel function
- support vector machine svm
- fuzzy sets
- fuzzy logic
- hybrid genetic
- general loss functions
- membership functions
- prediction error
- extreme learning machine
- support vector machine
- ann models
- wavelet neural network
- support vector classification
- linear regression model
- response surface methodology
- autoregressive conditional heteroscedasticity
- nonlinear regression
- forecasting model
- linear regression
- fuzzy rules
- fuzzy neural network
- wavelet frame
- nearest neighbor
- feature extraction
- genetic algorithm