Variability of Behaviour in Electricity Load Profile Clustering; Who Does Things at the Same Time Each Day?
Ian DentTony CraigUwe AickelinTom RoddenPublished in: ICDM (2014)
Keyphrases
- clustering method
- load forecasting
- clustering algorithm
- k means
- unsupervised learning
- categorical data
- graph theoretic
- data points
- short term
- electric power
- electricity consumption
- outlier detection
- self organizing maps
- multi agent
- renewable energy
- unit commitment
- intra class
- data mining tasks
- fuzzy clustering
- hierarchical clustering
- data clustering
- cluster analysis
- distance metric
- anomaly detection