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All Outputs (31)

Variability of behaviour in electricity load profile clustering: who does things at the same time each day? (2014)
Conference Proceeding

UK electricity market changes provide opportunities to alter households' electricity usage patterns for the benefit of the overall electricity network. Work on clustering similar households has concentrated on daily load profiles and the variability... Read More about Variability of behaviour in electricity load profile clustering: who does things at the same time each day?.

Finding the creatures of habit: clustering households based on their flexibility in using electricity (2012)
Conference Proceeding

Changes in the UK electricity market, particularly with the roll out of smart meters, will provide greatly increased opportunities for initiatives intended to change households' electricity usage patterns for the benefit of the overall system. Users... Read More about Finding the creatures of habit: clustering households based on their flexibility in using electricity.

The application of a data mining framework to energy usage profiling in domestic residences using UK data
Conference Proceeding

Changes in the UK electricity market mean that domestic users will be required to modify their usage behaviour in order that supplies can be maintained. Clustering allows usage proles collected at the household level to be clustered into groups and... Read More about The application of a data mining framework to energy usage profiling in domestic residences using UK data.