Title :
Characterization of load profile deviations for residential buildings
Author :
Stoyanova, Ivelina ; Marin, Mario ; Monti, Antonello
Author_Institution :
Inst. for Autom. of Complex Power Syst., RWTH Aachen, Aachen, Germany
Abstract :
This paper provides an analysis of high-resolution, fine-granularity data from the load profiles of thirty residential buildings in Upper Austria with regard to deviations from the expected profile. The standard load profile is taken as a reference curve and compared with the standard deviation of the actual data. The deviations are categorized according to the frequency of occurrence, magnitude and duration. Furthermore, dispatchable energy resources are assigned to each category, in order to link the study to the practical aspects of Smart Grids research. By means of the study results, requirements for the design of short-term control are defined.
Keywords :
building management systems; demand side management; energy resources; smart power grids; Upper Austria; demand side management; dispatchable energy resources; load profile deviation; residential building; short-term control; smart grid; Buildings; Control charts; Energy consumption; Load management; Monitoring; Process control; Smart grids; demand side management; energy management; load profile; load variations; smart grids;
Conference_Titel :
Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
Conference_Location :
Lyngby
DOI :
10.1109/ISGTEurope.2013.6695302