Title :
A study on the fuzzy ELDC of composite power system based on probabilistic and fuzzy set theories
Author :
Choi, Jaeseok ; Kim, Hongsik ; Moon, Seungpil ; Cha, Junmin ; Rho, Daeseok ; Billinton, Roy
Author_Institution :
Dept. of Electr. Eng., Gyeongsang Nat. Univ., South Korea
Abstract :
This paper illustrates a new fuzzy effective load model for probabilistic and fuzzy production cost simulation of the load point of the composite power system. A model for reliability evaluation of transmission system using fuzzy set theory is proposed for considering the flexibility or ambiguity of capacity limitation and over load of transmission lines which is subjective matter characteristics. The conventional probabilistic approach was also used to model the uncertainties related with the objective matters for forced outage rates of generators and transmission lines in the new model. The methodology is formulated in order to consider the flexibility or ambiguity of load forecasting as well as capacity limitation and over load of transmission lines. It is expected that the fuzzy CMELDC (composite power system effective load duration curve) proposed in this study will provide some solutions to many problems based on nodal and decentralized operation and control of an electric power systems under competition environment in future. The characteristics of this new model are illustrated by some case studies of very simple test system.
Keywords :
fuzzy set theory; power system planning; power system reliability; power transmission lines; probability; competition environment; forced outage rates; fuzzy composite power system effective load duration curve; fuzzy production cost simulation; fuzzy set theory; generators; integral convolution; load forecasting; power system planning; probabilistic theory; reliability evaluation; system reliability; transmission lines; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Load modeling; Power system modeling; Power system reliability; Power system simulation; Power systems; Power transmission lines; Transmission line theory;
Conference_Titel :
Power Engineering Society Summer Meeting, 2002 IEEE
Conference_Location :
Chicago, IL, USA
Print_ISBN :
0-7803-7518-1
DOI :
10.1109/PESS.2002.1043447