This paper describes an adaptive fuzzy-synchronous machine power system sta
bilizer (PSS) that behaves like a proportional integral derivative (PTD) co
ntroller. The implemented adaptive technique predicts tracking-error diverg
ence and makes on-line adjustments to the controller-gain parameters in ord
er to obtain a faster regulation of the error signal. The proposed PSS is l
ess sensitive to the quality of expert know-ledge, and thus is more robust
than a nonadaptive fuzzy PSS when subjected to large disturbances. Hence, a
dequate controls are derived for the various error cases, and smooth contro
l surfaces are achieved. Simulations are carried out using the proposed PSS
to show that it consistently gives a stable response with acceptable overs
hoots and settling times on the frequency, angle, and voltage errors.