DocumentCode
662435
Title
Lumped thermal household model
Author
Biegel, Benjamin ; Andersen, Palle ; Stoustrup, Jakob ; Madsen, Mathias Baekdal ; Hansen, Lars Henrik
Author_Institution
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
fYear
2013
fDate
6-9 Oct. 2013
Firstpage
1
Lastpage
5
Abstract
In this paper we discuss two different approaches to model the flexible power consumption of heat pump heated households: individual household modeling and lumped modeling. We illustrate that a benefit of individual modeling is that we can overview and optimize the complete flexibility of a heat pump portfolio. Following, we illustrate two disadvantages of individual models, namely that it requires much computational effort to optimize over a large portfolio, and second that it is difficult to accurately model the houses in certain time periods due to local disturbances. Finally, we propose a lumped model approach as an alternative to the individual models. In the lumped model, the portfolio is seen as baseline consumption superimposed with an ideal storage of limited power and energy capacity. The benefit of such a lumped model is that the computational effort of flexibility optimization is significantly reduced. Further, the individual disturbances will smooth out as the number of houses in the portfolio increases.
Keywords
heat pumps; space heating; computational effort; flexibility optimization; flexible power consumption; heat pump heated households; lumped thermal household model; portfolio increases; Computational modeling; Data models; Heat pumps; Load modeling; Optimization; Portfolios; Smart grids;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location
Lyngby
Type
conf
DOI
10.1109/ISGTEurope.2013.6695320
Filename
6695320
Link To Document