Am. Sharaf et Tt. Lie, AN ARTIFICIAL NEURAL-NETWORK COORDINATED EXCITATION GOVERNOR CONTROLLER FOR SYNCHRONOUS GENERATORS/, Electric machines and power systems, 25(1), 1997, pp. 1-14
The paper presents a novel coordinated excitation/governor artificial
neural network (ANN) based controller for AC synchronous generators. T
he proposed ANN based controller replaces the full global action of th
e voltage regulator, power system stabilizer, and speed governor contr
ols. The detailed design methodology of the ANN based controller, the
training, and validation results based on the performance of the best
benchmark conventional excitation and speed controls are presented in
the paper. The dynamic simulation results and study of the performance
of ANN based coordinated control scheme in comparison with the conven
tional excitation/governor action are also presented in the paper.