The Transactions of the Korean Institute of Electrical Engineers A (대한전기학회논문지:전력기술부문A)
- Volume 48 Issue 9
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- Pages.1055-1063
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- 1999
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- 1229-2443(pISSN)
LOLE(Loss of Load Expctatiom) Evaluation using Fuzzy Set Theory
퍼지 집합 이론을 이용한 공급지장 기대치의 산정
Abstract
This paper present a conceptual possibilistic approach using fuzzy set theory to manage the uncertainties in the given reliability input date of the practical power system. In this paper, an algorithm is introduced to calculate the possibilstic reliability indices according to the degree of uncertainty in the given data. The probability distribution function can be transformed into an appropriate possibilstic representation using the probability-Possibility Consistency principle(PPCP) algorithm. In this the algorithm, the transformation is performation by making a compromise between the transformation consistency and the human updating experience. Fuzzy classifcation theory is applied to reduced the number of load data. The fuzzy classification method determines the closeness of load data points by assigning them to various clusters and then determening the distance between the clusters. The IEEE-RTS with 32-generating units is used to demonstrate the capability of the proposed algorithm.
Keywords
- Loss of Load Expectation;
- Forced Outage Rate;
- Probability-possibility Consistency Principle;
- Fuzzy Clustering