Cw. Liu et al., A FAST GLOBAL OPTIMIZATION APPROACH TO VAR PLANNING FOR THE LARGE-SCALE ELECTRIC-POWER SYSTEMS, IEEE transactions on power systems, 12(1), 1997, pp. 437-442
In this paper, an innovative fast global optimization technique, Hybri
d Partial Gradient Descent/Simulated Annealing(HPGDSA), for optimal VA
R planning is presented. The HPGDSA is introduced to search the global
optimal solution considering both quality and speed at the same time.
The basic idea of the HPGDSA is that partial gradient descent and sim
ulated annealing alternate with each other such that it reduces the CP
U time of the conventional Simulated Annealing(SA) method while retain
ing the main characteristics of SA, i.e., the ability to get the globa
l optimal solution. The HPGDSA was applied to a practical power system
, Taiwan Power System(Tai-Power System), with satisfactory results.