This paper demonstrates the robust tuning of power systems stabilizers for
power systems, operating at different loading conditions. A classical lead-
lag power system stabilizer is used to demonstrate the technique, The probl
em of selecting the stabilizer parameters is converted to a simple optimiza
tion problem with an eigenvalue-based objective function, which is solved b
y a tabu search algorithm. The objective function allows the selection of t
he stabilizer parameters to optimally place the closed-loop eigenvalues in
the left-hand side of a vertical line in the complex a-plane, The effective
ness of the stabilizers tuned using the suggested technique, in enhancing t
he stability of power systems, is confirmed through eigenvalue analysis and
simulation results.