Title :
Estimation of power system frequency using adaptive notch filters
Author :
Dash, P.K. ; Mishra, B.R. ; Jena, R.K. ; Liew, A.C.
Author_Institution :
Centre for Intelligent Syst., Regional Eng. Coll., Rourkela, India
Abstract :
A new approach for frequency relaying in power system is presented in this paper. The approach consists of passing the power system voltage signal through a two stage adaptive notch filter, which produces an estimate of the fundamental frequency of the voltage waveform and its enhanced amplitude. The adaptive of the notch filter coefficients are obtained by a recursive least mean squares algorithm. The performance of the proposed algorithm is computationally efficient and it produces an accurate estimate of the fundamental frequency in the presence of harmonics and noise, which is a prerequisite to frequency relaying in power systems. Several computer simulation results are presented in the paper to show the effectiveness of the algorithm. The algorithm is simple and suitable for real time implementation. Further the accuracy of this approach in presence of harmonics and noise is improved considerably
Keywords :
adaptive filters; filtering theory; frequency estimation; least mean squares methods; notch filters; power system analysis computing; power system control; power system protection; power system relaying; recursive estimation; relay protection; adaptive notch filters; computational efficiency; computational performance; computer simulation; frequency estimation; frequency relaying; fundamental frequency; power system; real time implementation; recursive least mean squares algorithm; voltage signal; voltage waveform; Adaptive filters; Adaptive systems; Amplitude estimation; Frequency estimation; Least mean square algorithms; Power harmonic filters; Power system harmonics; Power system relaying; 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.1998.705491