Customer energy consumption segmentation using time-series data
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United States of America Patent
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Issued Date -
Jun 11, 2015
app pub date -
Dec 11, 2014
filing date -
Dec 11, 2013
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Abandoned
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Abstract
Utility customer segmenting according to consumption lifestyle features is performed by collecting from smart meter sensors time-series utility consumption data from individual utility customers, standardizing the consumption data by dividing the time-series data into daily consumption profiles, generating a consumption profile dictionary from the standardized data, encoding the standardized data using the dictionary, extracting consumption lifestyle features of the utility customers from the encoded data, and segmenting the customers based on the extracted features by clustering.
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