Beckel, Christian; Sadamori, Leyna; Staake, Thorsten; … - In: Energy 78 (2014) C, pp. 397-410
-grained electricity consumption data. We present an approach to automatically analyzing this data to enable personalized and scalable … machine learning techniques to automatically estimate specific “characteristics” of a household from its electricity … consumption. The characteristics are related to a household's socio-economic status, its dwelling, or its appliance stock. We …