Title :
Computation of power quality symmetrical components using fuzzy logic based linear combiners
Author :
Dash, P.K. ; Mishra, B. ; Panda, S.K. ; Salama, M.M.A.
Author_Institution :
Centre for Intelligent Syst., Regional Eng. Coll., Rourkela, India
Abstract :
This paper presents a new approach to estimate the symmetrical and α-β components of the voltage and current signals of a power distribution network using Fourier linear combiners. The learning parameter for updating the weights of the combiner is adapted using a fuzzy logic-based algorithm obtained from the error covariances. The new algorithm is tested using recorded data from an industrial load bus supplying power to electronically controlled induction furnace loads. The estimation results are compared with a 19th order Kalman filter approach to highlight the accuracy and fast tracking capabilities of the new approach. The linear combiner, however, presents a simple and implementable algorithm in comparison to the well known Kalman filter approach
Keywords :
Fourier analysis; distribution networks; fuzzy logic; harmonic analysis; harmonic distortion; load (electric); power supply quality; power system harmonics; Fourier linear combiners; accuracy; error covariances; fast tracking; fuzzy logic-based algorithm; induction furnace load; industrial load bus; power distribution network; power quality symmetrical components; power system harmonic analysis; Discrete Fourier transforms; Fuzzy logic; Intelligent systems; Noise level; Power engineering computing; Power harmonic filters; Power quality; Power system harmonics; Power systems; Voltage;
Conference_Titel :
Energy Management and Power Delivery, 1998. Proceedings of EMPD '98. 1998 International Conference on
Print_ISBN :
0-7803-4495-2
DOI :
10.1109/EMPD.1998.705402