Two Input Pid Fuzzy C Means Power System Stabilizer
نویسنده
چکیده
Department of Electrical Engineering, AU college of Engineering, Andhra University, Visakhapatnam, India 2 Research Scholar, Department of Electrical Engineering, AU college of Engineering, Andhra University, Visakhapatnam, India Abstract Power System Stabilizer (PSS) must be capable of providing appropriate stabilization signals over a broad range of operating conditions and disturbances. Traditional power system stabilizers rely on linear design methods. In the present paper, a novel approach for design of PSS using Fuzzy C Means is presented. The proposed Fuzzy C Means PSS (FCMPSS) is trained with the pre-designed two input PID fuzzy logic PSS(FLPSS). The simulation results of the proposed FCMPSS are compared to those of conventional stabilizers and the pre-designed Fuzzy PSS for a Single Machine Infinite Bus (SMIB) system. The effect of system parameter variations on the proposed stabilizer performance is also examined. The results show the Robustness of the proposed FCMPSS and its ability to enhance system damping over a wide range of operating conditions and system parameter variations.
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