Improved Electricity Load Forecasting via Kernel Spectral Clustering of Smart Meters.
Carlos AlzateMathieu SinnPublished in: ICDM (2013)
Keyphrases
- load forecasting
- spectral clustering
- short term
- power system
- short term load forecasting
- electric power
- smart grid
- normalized cut
- long term
- advanced metering infrastructure
- power grid
- support vector regression
- clustering method
- bp neural network
- rbf neural network
- data clustering
- pairwise
- affinity matrix
- graph laplacian
- constrained spectral clustering
- similarity matrix
- power generation
- kernel function
- clustering algorithm
- kernel methods
- computational intelligence
- k means
- forecasting accuracy
- support vector
- image segmentation
- radial basis function
- regression model
- feature space
- mathematical models
- wavelet neural network