Clustering disaggregated load profiles using a Dirichlet process mixture model
The increasing availability of substantial quantities of power-use data in both the residential and commercial sectors raises the possibility of mining the data to the advantage of both consumers and network operations. We present a Bayesian non-parametric model to cluster load profiles from househo...
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| Format: | Journal article |
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Elsevier
2015
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