Joint Modeling of Device Load and User Intention
Conference: UPEC 2011 - 46th International Universities' Power Engineering Conference
09/05/2011 - 09/08/2011 at Soest, Germany
Proceedings: UPEC 2011
Pages: 6Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
Yang, Bin; Zhou, Zhou (Chair of System Theory and Signal Processing, University of Stuttgart, Germany)
In this paper, we present a concept for the joint modeling of the device load and user intention. It consists of two coupled models, a device load model to characterize the power consumption of the electric device of interest and a user intention model for describing the user intentions which cause the energy consumption. The advantage of this joint model is the ability to predict the device load from the user intention and to reconstruct the user intention from the measured device load. This opens a new way for studying load simulation and prediction, energy saving by user cooperations, load-dependent energy generation in smart grids etc. from the perspective of users instead of devices.