Title :
Fisher discriminant function based new passive islanding detection approach
Author :
Ning Liu ; Jianhui Su ; Huadian Xu ; Yong Shi ; Meiqin Mao ; Jinwei Li
Author_Institution :
Inst. of Energy, Hefei Univ. of Technol., Hefei, China
Abstract :
A new Fisher discriminant function based passive islanding detection approach is proposed for distributed generation system in this work. Through observing the harmonic components in the output instantaneous power of distributed generation system, six-dimensional features are obtained for islanding detection. Based on utilizing Fisher discriminant function, a model is constructed to convert the obtained features into one dimensional data space and the related threshold is calculated. The original data are then mapped into two categories of islanding condition and non-islanding condition. The approach is verified with simulation and experimental results.
Keywords :
distributed power generation; power system harmonics; Fisher discriminant function; distributed generation system; harmonic components; islanding condition; nonislanding condition; one dimensional data space; output instantaneous power; passive islanding detection approach; six-dimensional features; MATLAB; Fisher discriminant function; distributed generation; harmonic features; islanding detection;
Conference_Titel :
Electronics and Application Conference and Exposition (PEAC), 2014 International
Conference_Location :
Shanghai
DOI :
10.1109/PEAC.2014.7037837