Am. Luciano et al., ALGORITHM FOR AUTOMATIC-GENERATION OF FUZZY RULES APPLIED TO POWER-SYSTEM CONTROLLERS, IEE proceedings. Generation, transmission and distribution, 145(2), 1998, pp. 161-167
A new fuzzy algorithm for the identification of the input-output chara
cteristic of a general system is applied to a power system controller.
In particular the method for the generation of fuzzy rules is applied
to a fuzzy logic variable-structure FACTS controller for electrical p
ower system stability improvement. The fuzzy algorithm allows one to o
btain a simple analytical form for the input-output characteristic of
the identified system. The of identification is regarded as a nonlinea
r optimisation problem solved by means of the quasi-Newton optimisatio
n method. The effectiveness of the proposed approach is verified throu
gh numerical simulations.