Gan. Mbamalu et Me. Elhawary, HYDROTHERMAL POWER-SYSTEM LOSS MINIMIZATION - A PROBABILISTIC PERTURBATION APPROACH, Electric machines and power systems, 24(7), 1996, pp. 745-756
We present a formulation of the power system loss minimization problem
that includes power demand uncertainty. We assume that the perturbati
ons in the system power demand and its resultant effects on the system
voltages as random variables with zero mean and some variance. The eq
uality constraints associated with the formulation are characterized b
y the power flow equations in polar form utilizing the nodal admittanc
e matrix approach. The algorithm is applied to 4 different IEEE hypoth
esized test system, using Newton's method and Powell's penalty functio
n approach, and computational results are obtained. A comparison of th
e probabilistic approach with deterministic based solutions for three
systems are offered. The difference in voltage profiles and other vari
ables may be minimal for smaller systems. However, these differences a
ppear to be substantial as the system increases both in size and capac
ity.