Optimization of PI Controller Gains in Nonlinear Controller of STATCOM Using PSO and GA
DOI:
https://doi.org/10.24084/repqj08.276Abstract
According to nonlinear operation of
STATCOM, nonlinear controller has a better
performance in comparison with linear controller.
Regulating the DC capacitor voltage in STATCOM is a
common task and can improve the system dynamic. The
nonlinear control is based on exact linearization via
feedback. A PI controller exists in this control system to
regulate the capacitor voltage. In conventional scheme,
the trial and error method has been used to determine
PI controller coefficients. In this paper, the effect of PI
gains on responses of Vdc, Id and Modulation Index (M)
is presented. The exact calculation of optimized PI
coefficients can be carried out to reduce disturbances
and steady state error in DC link voltage. Therefore, in
this paper, Particle Swarm Optimization (PSO)
approach is used. It is shown that capacitor voltage
tracks the reference value and vibrations are less than
conventional status. Also, Genetic Algorithm (GA) has
been used and compared with the results.