Simulated annealing based approach to PSS and FACTS based stabilizer tuning

A simulated annealing (SA) based approach to power system stabilizer (PSS) and FACTS based stabilizer tuning has been investigated in this paper. The design problem of PSS and FACTS based stabilizer is formulated as an optimization problem. An eigenvalue-based objective function to increase the system damping is proposed. Then, SA algorithm is employed to search for optimal stabilizer parameters. Different control schemes have been proposed and tested on a weakly connected power system with different disturbances, loading conditions, and parameter variations. Nonlinear simulation results show the potential of SA algorithm to the tuning problem of PSS and FACTS based stabilizer. Effectiveness and robustness of the proposed control schemes over a wide range of loading conditions and system parameter variations have been demonstrated. It was also observed that the SPS controller provides most of the damping and improves greatly the voltage profile of the system under severe disturbances.

[1]  H. F. Wang,et al.  Analysis of thyristor-controlled phase shifter applied in damping power system oscillations , 1997 .

[2]  D. C. Macdonald,et al.  Dynamic quadrature booster as an aid to system stability , 1998 .

[3]  S. Lefebvre Tuning of Stabilizers in Multimachine Power Systems , 1983, IEEE Power Engineering Review.

[4]  S. K. Tso,et al.  Refinement of conventional PSS design in multimachine system by modal analysis , 1993 .

[5]  Li Wang A comparative study of damping schemes on damping generator oscillations , 1993 .

[6]  S. Elangovan,et al.  Design of stabilisers in multimachine power systems , 1985 .

[7]  E. Larsen,et al.  Applying Power System Stabilizers Part I: General Concepts , 1981, IEEE Transactions on Power Apparatus and Systems.

[8]  R. Doraiswami,et al.  Stabilizing an AC Link by Using Static Phase Shifters , 1983, IEEE Transactions on Power Apparatus and Systems.

[9]  R.M. Mathur,et al.  A Thyristor Controlled Static Phase-Shifter for AC Power Transmission , 1981, IEEE Transactions on Power Apparatus and Systems.

[10]  N. C. Pahalawaththa,et al.  Damping of multimodal oscillations in power systems using variable structure control techniques , 1997 .

[11]  Chern-Lin Chen,et al.  Identification of optimum location for stabiliser applications using participation factors , 1987 .

[12]  D. Maratukulam,et al.  Review of semiconductor-controlled (static) phase shifters for power systems applications , 1994 .

[13]  G. Kusic,et al.  Application of thyristor-controlled phase shifters to minimize real power losses and augment stability of power systems , 1988 .

[14]  A.H.M.A. Rahim,et al.  Synchronous generator damping enhancement through coordinated control of exciter and SVC , 1996 .

[15]  Y. H. Ku,et al.  Electric Power System Dynamics , 1983 .

[16]  C. McDiarmid SIMULATED ANNEALING AND BOLTZMANN MACHINES A Stochastic Approach to Combinatorial Optimization and Neural Computing , 1991 .

[17]  J. M. Ramírez Arredondo Results of a study on location and tuning of power system stabilizers , 1997 .

[18]  P. Kundur,et al.  Application of Power System Stabilizers for Enhancement of Overall System Stability , 1989, IEEE Power Engineering Review.

[19]  G. Heydt,et al.  Self-Tuning Controller for Generator Excitation Control , 1983, IEEE Transactions on Power Apparatus and Systems.

[20]  A.-A. Edris,et al.  Enhancement of first-swing stability using a high-speed phase shifter , 1991 .

[21]  David J. Hill,et al.  Transient stability enhancement and voltage regulation of power systems , 1993 .

[22]  F. Jiang,et al.  Power system stability enhancement using static phase shifter , 1997 .

[23]  H. H. Happ,et al.  Power System Control and Stability , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[24]  N. Metropolis,et al.  Equation of State Calculations by Fast Computing Machines , 1953, Resonance.

[25]  Mohammad Ali Abido,et al.  Hybridizing rule-based power system stabilizers with genetic algorithms , 1999 .

[26]  Youyi Wang,et al.  Nonlinear excitation and phase shifter controller for transient stability enhancement of power systems using adaptive control law , 1996 .

[27]  Charles Concordia,et al.  Concepts of Synchronous Machine Stability as Affected by Excitation Control , 1969 .

[28]  H. Happ Power system control and stability , 1979, Proceedings of the IEEE.

[29]  Un-Chul Moon,et al.  A self-organizing power system stabilizer using fuzzy auto-regressive moving average (FARMA) model , 1996 .

[30]  B. W. Hogg,et al.  Co-ordinated control of synchronous generator excitation and static VAR compensator , 1992 .