• Energy saving in smart homes based on consumer behaviour data 

      Zehnder, Michael (2015-01-31)
      This paper discusses how energy can be saved in smart homes without lowering the comfort of the inhabitants, based on consumer behaviour data only. A recommender system was designed, that suggests actions for inhabitants ...
    • Using consumer behavior data to reduce energy consumption in smart homes 

      Schweizer, Daniel; Zehnder, Michael; Wache, Holger; Zanatta, Danilo; Rodriguez, Miguel; Witschel, Hans Friedrich (2015)
      This paper discusses how usage patterns and preferences of inhabitants can be learned efficiently to allow smart homes to autonomously achieve energy savings. We propose a frequent ...