Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation.
Milad AfzalanFarrokh JazizadehHoda EldardiryPublished in: IEEE Access (2021)
Keyphrases
- pattern representation
- load forecasting
- clustering algorithm
- spatio temporal
- clustering method
- pattern recognition
- k means
- image representation
- short term
- arbitrary shape
- cluster analysis
- electricity consumption
- density based clustering
- temporal data
- shape analysis
- power system
- spectral clustering
- shape recognition
- electric power
- long term
- clusters of arbitrary shapes
- neural network
- data clustering
- temporal information
- shape descriptors
- shape matching
- temporal databases
- high dimensional data
- unsupervised learning
- data points
- feature extraction