Improvement of Building Electricity Load Prediction Accuracy Using Hybrid k-Shape Clustering EMD Based Support Vector Regression.
Irene KarijadiShuo-Yan ChouAnindhita DewabharataTiffany Hui-Kuang YuPublished in: TE (2019)
Keyphrases
- prediction accuracy
- support vector regression
- load forecasting
- web page prediction
- support vector
- improve the prediction accuracy
- support vector machine svm
- ensemble methods
- hybrid model
- regression model
- predictive power
- hybrid genetic
- short term
- kernel function
- support vector classification
- wavelet frame
- response surface methodology
- distance measure
- forecasting accuracy
- data points
- outlier detection
- long term
- wavelet neural network
- pattern recognition
- power system
- empirical mode decomposition
- feature selection