INTELLIGENT CONTROL SCHEMES FOR SSSC BASED DAMPING CONTROLLERS IN MULTI-MACHINE POWER SYSTEMS

The main aim of this paper is to damp out power system oscillations, which has been recognized as one of the major concerns in power system operation. This paper describes the damping of power oscillations by hybrid neuro-fuzzy coordinated control of Flexible AC Transmission System (FACTS) based damping controllers. The advantage of this approach is that it can handle the nonlinearities, at the same time it is faster than other conventional controllers. ANFIS (Adaptive Neuro-Fuzzy Inference System) is employed for the training of the proposed fuzzy logic controllers (FLC). Simulation studies are carried out in Matlab/Simulink environment to evaluate the effectiveness of the proposed neuro-fuzzy controller on multi-machine power systems installed with Static synchronous series compensator (SSSC). Results show that the proposed neuro-fuzzy intelligent controls improve the damping performance of the SSSC based damping controllers in the event of a major disturbance.

[1]  Jyh-Shing Roger Jang,et al.  ANFIS: adaptive-network-based fuzzy inference system , 1993, IEEE Trans. Syst. Man Cybern..

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

[3]  Ronald G. Harley,et al.  An improved control scheme for a series capacitive reactance compensator based on a voltage source inverter , 1996, IAS '96. Conference Record of the 1996 IEEE Industry Applications Conference Thirty-First IAS Annual Meeting.

[4]  Vijay Kumar,et al.  A Neurofuzzy Learning and its Application to Control System , 2007 .

[5]  Ganapati Panda,et al.  Damping multimodal power system oscillation using a hybrid fuzzy controller for series connected FACTS devices , 2000 .

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

[7]  M. A. Abido,et al.  Simultaneous stabilization of multimachine power systems via genetic algorithms , 1999 .

[8]  Wei Qiao,et al.  Indirect Adaptive External Neuro-Control for a Series Capacitive Reactance Compensator Based on a Voltage Source PWM Converter in Damping Power Oscillations , 2007, IEEE Transactions on Industrial Electronics.

[9]  Mohd Wazir Mustafa,et al.  Optimal thyristor control series capacitor neuro-controller for damping oscillations , 2009 .

[10]  L. Angquist,et al.  Power oscillation damping using controlled reactive power compensation-a comparison between series and shunt approaches , 1993 .

[11]  Laszlo Gyugyi,et al.  Understanding FACTS: Concepts and Technology of Flexible AC Transmission Systems , 1999 .

[12]  Sidhartha Panda,et al.  Hybrid Neuro Fuzzy Approach for Automatic Generation Control of Two -Area Interconnected Power System , 2009 .