Data Mining Techniques for Detecting Household Characteristics Based on Smart Meter Data

The main goal of this research is to discover the structure of home appliances usage patterns, hence providing more intelligence in smart metering systems by taking into account the usage of selected home appliances and the time of their usage. In particular, we present and apply a set of unsupervi...

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Bibliographic Details
Main Authors: Krzysztof Gajowniczek, Tomasz Ząbkowski
Format: Article
Language:English
Published: MDPI AG 2015-07-01
Series:Energies
Subjects:
Online Access:http://www.mdpi.com/1996-1073/8/7/7407