Power System Voltage Harmonic Identification Using Kalman Filter

The intensive use of power converters and other non-linear loads in industry and by consumers in general, has produced an increasing deterioration of the power systems voltage waveforms. The presence of harmonic distortion in power lines results in greater power losses in the distribution systems, interference problem in communication systems and, sometimes, in operation failures of electronics equipments. Owing to these problems and to preserve the power quality, the active filters are used for harmonic elimination. In this filters, a perfect harmonic identification is fundamental, therefore, nowadays many identification algorithms are available, such as, DFT, Fourier series, ect. However, in this work a more robust algorithm based on Kalman filtering is presented. Also, several grid voltage models in state variable are shown, since the Kalman filter needs a model of the evaluated system (in this case, of the grid). Moreover, the advantages of this method with respect to the most used technique, FFT, are commented

[1]  Johan Driesen,et al.  Model-based generation of low distortion currents in grid-coupled PWM-inverters using an LCL output filter , 2006, IEEE Transactions on Power Electronics.

[2]  S. Cobreces,et al.  Fast harmonics compensation in VSCs connected to the grid by synchronous-frame generalized integrators , 2005, Proceedings of the IEEE International Symposium on Industrial Electronics, 2005. ISIE 2005..

[3]  G. T. Heydt,et al.  Identification of harmonic sources by a state estimation technique , 1989 .

[4]  Adly Girgis,et al.  A Quantitative Study of Pitfalls in the FFT , 1980, IEEE Transactions on Aerospace and Electronic Systems.

[5]  E.J. Bueno,et al.  SPLL design to flux oriented of a VSC interface for wind power applications , 2005, 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005..

[6]  A. Girgis,et al.  A digital recursive measurement scheme for online tracking of power system harmonics , 1991 .

[7]  John A. Orr,et al.  A survey of harmonic voltages and currents at distribution substations , 1991 .

[8]  J. Lundquist,et al.  On harmonic distortion in power systems , 2001 .

[9]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

[10]  E. Brigham,et al.  The fast Fourier transform and its applications , 1988 .

[11]  J. Tukey,et al.  An algorithm for the machine calculation of complex Fourier series , 1965 .

[12]  Adly A. Girgis,et al.  Identification and tracking of harmonic sources in a power system using a Kalman filter , 1996 .

[13]  G. Hostetter,et al.  Recursive discrete Fourier transformation , 1980 .