Data mining to analyse the effects of price signals on household electricity customers

作者:Waczowicz Simon*; Klaiber Stefan; Bretschneider Peter; Konotop Irina; Westermann Dirk; Reischl Markus; Mikut Ralf
来源:Automatisierungstechnik, 2014, 62(10): 740-752.
DOI:10.1515/auto-2014-1108

摘要

The article is dedicated to the analysis of the effects of different price signals on the consumption behavior of household electricity customers. It proposes a systematic analysis process consisting of data preprocessing, different aggregation steps, the analysis with clustering methods and the analysis of time samples. This analysis process was applied to the Olympic Peninsula Project database.

  • 出版日期2014-10