Adaptive Voltage Regulator Design for Synchronous Generator

This paper presents the adaptive design of an automatic voltage regulator (AVR) control scheme for synchronous generators that is capable of providing satisfactory voltage control performance in the presence of unknown variations of the power system operating conditions. The design is articulated in four steps: voltage and current phasor estimation, estimation of the parameters of the Thevenin equivalent circuit adopted to represent the power system response using a steady-state model, determination of the sampled-data transfer function of the system, and AVR design developed according to discrete-time techniques. A suitable procedure is described to derive the sampled-data transfer function of the system starting from models of the power system, synchronous generator, and exciter. The obtained transfer function depends on the estimated parameters yielded by a recursive least-squares algorithm subject to constraints deriving from the Thevenin circuit. The AVR design is based on the pole-assignment technique while the phasors estimation is performed by two Kalman filters. Finally, the results of accurate numerical simulations conducted for a test network are reported, comparing the performance of the proposed adaptive control scheme to the one of a PID controller with fixed parameters.

[1]  M. Saidy A unified approach to voltage regulator and power system stabiliser design based on predictive control in analogue form , 1997 .

[2]  Karl Johan Åström,et al.  Robustness of a design method based on assignment of poles and zeros , 1980 .

[3]  Karl Johan Åström,et al.  Adaptive Control , 1989, Embedded Digital Control with Microcontrollers.

[4]  George W. Irwin,et al.  Neural network based control for synchronous generators , 1999 .

[5]  Giuseppe Fusco,et al.  Adaptive voltage control in power systems : modelling, design and applications , 2007 .

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

[7]  D.S. Naidu,et al.  Digital control system analysis and design , 1986, Proceedings of the IEEE.

[8]  V. M. Moreno Saiz,et al.  Application of Kalman filtering for continuous real-time tracking of power system harmonics , 1997 .

[9]  F. M. Hughes,et al.  Predictive analogue generator excitation controller , 1997 .

[10]  Giuseppe Fusco,et al.  Constrained least squares methods for parameter tracking of power system steady-state equivalent circuits , 2000 .

[11]  P. Kundur,et al.  Power system stability and control , 1994 .

[12]  Toshihisa Funabashi,et al.  A simplified fault currents analysis method considering transient of synchronous machine , 1997 .

[13]  A. Y. Allidina,et al.  Generalised self-tuning controller with pole assignment , 1980 .

[14]  E. Swidenbank,et al.  A self-tuning automatic voltage regulator designed for an industrial environment , 1996 .

[15]  P. E. Wellstead,et al.  Knowledge-based self-adaptive control , 1988 .

[16]  F. M. Hughes,et al.  A predictive integrated voltage regulator and power system stabilizer , 1995 .

[17]  J. W. Finch,et al.  Adaptive control of turbo generator excitation , 1996 .

[18]  Richard C. Schaefer,et al.  Excitation control of the synchronous generator , 2001 .

[19]  E. Swidenbank,et al.  Adaptive fuzzy logic control of a turbine generator system , 1997 .

[20]  A. V. Balakrishnan,et al.  Kalman Filtering Theory , 1984 .

[21]  O. P. Malik,et al.  An adaptive generator excitation controller based on linear optimal control , 1990 .

[22]  Yang Yihan,et al.  On-line decoupled identification of transient and sub-transient generator parameters , 1994 .

[23]  Janusz Bialek,et al.  Excitation control system for use with synchronous generators , 1998 .

[24]  M. B. Zarrop,et al.  Self-Tuning Systems: Control and Signal Processing , 1991 .

[25]  J. W. Finch,et al.  Advanced digital techniques applied to turbine generator excitation control , 1991 .

[26]  B. W. Hogg,et al.  Robust self-tuning regulator for a synchronous generator , 1988 .

[27]  Om P. Malik,et al.  Experimental studies with simple neuro-controller based excitation controller , 2002 .

[28]  Kiam Heong Ang,et al.  PID control system analysis and design , 2006, IEEE Control Systems.

[29]  Q. Henry Wu,et al.  A neural network regulator for turbogenerators , 1992, IEEE Trans. Neural Networks.