Title :
An adaptive fuzzy-synchronous machine stabilizer
Author :
Mrad, Fouad ; Karaki, Sami ; Copti, Bassel
Author_Institution :
Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Lebanon
fDate :
2/1/2000 12:00:00 AM
Abstract :
Describes an adaptive fuzzy-synchronous machine power system stabilizer (PSS) that behaves like a proportional integral derivative (PID) controller. The implemented adaptive technique predicts tracking-error divergence and makes online adjustments to the controller gain parameters in order to obtain a faster regulation of the error signal. The proposed PSS is less sensitive to the quality of expert knowledge, and thus is more robust than a non-adaptive fuzzy PSS when subjected to large disturbances. Hence, adequate controls are derived for the various error cases, and smooth control surfaces are achieved. Simulations are carried out using the proposed PSS to show that it consistently gives a stable response with acceptable overshoots and settling times on the frequency, angle and voltage errors
Keywords :
adaptive control; automatic gain control; controllers; error compensation; fuzzy control; fuzzy systems; machine control; online operation; power system stability; synchronous machines; three-term control; PID controller; adaptive control; adaptive fuzzy-synchronous machine stabilizer; angle errors; controller gain parameters; error signal regulation; expert knowledge quality; frequency errors; fuzzy logic; large disturbances; online adjustments; overshoots; power system stabilizer; robustness; settling times; simulations; smooth control surfaces; stable response; tracking-error divergence prediction; voltage errors; Adaptive control; Control systems; Error correction; PD control; Pi control; Power systems; Programmable control; Proportional control; Robustness; Three-term control;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/5326.827486