Title :
The use of Mixture of Generalized Gaussian for trend analysis of the load duration curve: Summer and winter load variability in Tunisia
Author :
Mahmoud, M. Ould Mohamed ; Jaïdane-Saïdane, M. ; Hizaoui, N.
Author_Institution :
Signals & Syst. Res. Unit, Ecole Nat. d´´Ing. de Tunis, Tunis
Abstract :
This paper proposes a probabilistic representation of load duration curve based on the use Mixture of Generalized Gaussian distribution (MGG) which uses eight physicals parameters connected to the load distribution. Based on these MGG parameters the trend evolution of the annual, winter and summer LDC were examined. Load data from the Tunisian Company of Electricity and Gas (STEG) have been used in this paper to investigate historical changes in LDC structure.
Keywords :
Gaussian distribution; load distribution; Tunisian Company of Electricity and Gas; generalized Gaussian; load distribution; load duration curve; probabilistic representation; trend analysis; winter load variability; Air conditioning; Gaussian distribution; Load modeling; Power generation; Power generation economics; Power system analysis computing; Power system economics; Power system modeling; Robustness; Signal analysis; Load Duration Curve; Load modeling; Mixture; power system enpension analysis;
Conference_Titel :
Universities Power Engineering Conference, 2008. UPEC 2008. 43rd International
Conference_Location :
Padova
Print_ISBN :
978-1-4244-3294-3
Electronic_ISBN :
978-88-89884-09-6
DOI :
10.1109/UPEC.2008.4651521