Title :
Tracking power quality disturbance waveforms via adaptive linear combiners and fuzzy decision support systems
Author :
Dash, P.K. ; Panda, S.K. ; Liew, A.C. ; Lock, K.S.
Author_Institution :
Nat. Univ. of Singapore, Singapore
Abstract :
The paper presents the classification of power quality disturbances in power supply networks using a hybrid notch filter-linear combiner. The adaptive notch filter is used to provide the frequency estimate of the power supply network voltage signal, while the linear combiner computes the peak amplitude of the fundamental voltage with the total harmonic distortion factor, THD. The various power line disturbances like voltage sag, swell, outage, and surge, etc. are then classified using a fuzzy decision system using the fuzzified values of amplitude ad its rate of change of the peak fundamental voltage component. The distorted waveform is classified using the THD factor. Detailed digital simulation results for an AC system supplying nonlinear converter load via a transmission network and subjected to a variety of transient disturbances are presented to identify these disturbances
Keywords :
decision support systems; frequency estimation; fuzzy logic; fuzzy systems; harmonic distortion; notch filters; power convertors; power supply quality; power system analysis computing; power system harmonics; transmission networks; AC system; THD; adaptive linear combiners; digital simulation; distorted waveform; frequency estimate; fundamental voltage; fuzzy decision support systems; hybrid notch filter-linear combiner; nonlinear converter; power line disturbances; power quality disturbance waveforms tracking; power supply network voltage signal; power supply networks; total harmonic distortion factor; transient disturbances; transmission network; voltage outage; voltage sag; voltage surge; voltage swell; Adaptive filters; Amplitude estimation; Computer networks; Frequency estimation; Nonlinear filters; Power harmonic filters; Power quality; Power supplies; Total harmonic distortion; Voltage fluctuations;
Conference_Titel :
Power Electronics and Drive Systems, 1997. Proceedings., 1997 International Conference on
Print_ISBN :
0-7803-3773-5
DOI :
10.1109/PEDS.1997.627433