Title :
A methodology to classify distribution load profiles
Author :
Gerbec, D. ; Gasperic, S. ; Smon, I. ; Gubina, F.
Author_Institution :
Fac. of Electr. Eng., Ljubljana Univ., Slovenia
Abstract :
Information concerning consumer\´s consumption pattern in the deregulated power systems is of primary importance. While in the regulated environment such information was used for demand-side management and system planning in the deregulated environment also serves as a foundation for a "fair" settlement system for consumers without appropriate meters. In the paper a methodology for daily load profile determination is proposed. For that purpose use of hierarchical clustering method is suggested. The goal is to reduce a vast number of measured load profiles and to classify them into coherent and representative groups-typical load profiles (TLP). Results obtained demonstrate the ability of the suggested method to overcome problems concerning formation of TLP.
Keywords :
distribution networks; electricity supply industry deregulation; load (electric); power consumption; consumption pattern; daily load profile determination; demand-side management; deregulated power systems; distribution load profiles classification; fair settlement system; hierarchical clustering method; regulated environment; system planning; Clustering methods; Electricity supply industry deregulation; Energy consumption; Environmental management; Helium; Power distribution; Power markets; Power system management; Power system planning; Power systems;
Conference_Titel :
Transmission and Distribution Conference and Exhibition 2002: Asia Pacific. IEEE/PES
Print_ISBN :
0-7803-7525-4
DOI :
10.1109/TDC.2002.1177586